Dataset statistics
| Number of variables | 43 |
|---|---|
| Number of observations | 91713 |
| Missing cells | 148756 |
| Missing cells (%) | 3.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 30.1 MiB |
| Average record size in memory | 344.0 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 24 |
| Unsupported | 1 |
bmi is highly overall correlated with weight | High correlation |
height is highly overall correlated with gender | High correlation |
weight is highly overall correlated with bmi | High correlation |
apache_2_diagnosis is highly overall correlated with elective_surgery and 3 other fields | High correlation |
apache_3j_diagnosis is highly overall correlated with elective_surgery and 3 other fields | High correlation |
gcs_motor_apache is highly overall correlated with gcs_eyes_apache and 1 other fields | High correlation |
apache_4a_hospital_death_prob is highly overall correlated with apache_4a_icu_death_prob | High correlation |
apache_4a_icu_death_prob is highly overall correlated with apache_4a_hospital_death_prob | High correlation |
elective_surgery is highly overall correlated with apache_2_diagnosis and 3 other fields | High correlation |
gender is highly overall correlated with height | High correlation |
icu_admit_source is highly overall correlated with elective_surgery and 1 other fields | High correlation |
apache_post_operative is highly overall correlated with apache_2_diagnosis and 3 other fields | High correlation |
gcs_eyes_apache is highly overall correlated with gcs_motor_apache and 1 other fields | High correlation |
gcs_unable_apache is highly overall correlated with gcs_motor_apache and 2 other fields | High correlation |
gcs_verbal_apache is highly overall correlated with gcs_unable_apache and 1 other fields | High correlation |
intubated_apache is highly overall correlated with ventilated_apache | High correlation |
ventilated_apache is highly overall correlated with gcs_verbal_apache and 1 other fields | High correlation |
cirrhosis is highly overall correlated with hepatic_failure | High correlation |
hepatic_failure is highly overall correlated with cirrhosis | High correlation |
apache_3j_bodysystem is highly overall correlated with apache_2_diagnosis and 2 other fields | High correlation |
apache_2_bodysystem is highly overall correlated with apache_2_diagnosis and 2 other fields | High correlation |
ethnicity is highly imbalanced (55.1%) | Imbalance |
icu_stay_type is highly imbalanced (77.5%) | Imbalance |
arf_apache is highly imbalanced (81.6%) | Imbalance |
gcs_unable_apache is highly imbalanced (92.2%) | Imbalance |
aids is highly imbalanced (99.0%) | Imbalance |
cirrhosis is highly imbalanced (88.3%) | Imbalance |
hepatic_failure is highly imbalanced (90.0%) | Imbalance |
immunosuppression is highly imbalanced (82.5%) | Imbalance |
leukemia is highly imbalanced (93.9%) | Imbalance |
lymphoma is highly imbalanced (96.1%) | Imbalance |
solid_tumor_with_metastasis is highly imbalanced (85.5%) | Imbalance |
hospital_death is highly imbalanced (57.6%) | Imbalance |
age has 4228 (4.6%) missing values | Missing |
bmi has 3429 (3.7%) missing values | Missing |
ethnicity has 1395 (1.5%) missing values | Missing |
height has 1334 (1.5%) missing values | Missing |
weight has 2720 (3.0%) missing values | Missing |
apache_2_diagnosis has 1662 (1.8%) missing values | Missing |
apache_3j_diagnosis has 1101 (1.2%) missing values | Missing |
gcs_eyes_apache has 1901 (2.1%) missing values | Missing |
gcs_motor_apache has 1901 (2.1%) missing values | Missing |
gcs_unable_apache has 1037 (1.1%) missing values | Missing |
gcs_verbal_apache has 1901 (2.1%) missing values | Missing |
map_apache has 994 (1.1%) missing values | Missing |
resprate_apache has 1234 (1.3%) missing values | Missing |
temp_apache has 4108 (4.5%) missing values | Missing |
apache_4a_hospital_death_prob has 7947 (8.7%) missing values | Missing |
apache_4a_icu_death_prob has 7947 (8.7%) missing values | Missing |
apache_3j_bodysystem has 1662 (1.8%) missing values | Missing |
apache_2_bodysystem has 1662 (1.8%) missing values | Missing |
Unnamed: 83 has 91713 (100.0%) missing values | Missing |
encounter_id is uniformly distributed | Uniform |
patient_id is uniformly distributed | Uniform |
encounter_id has unique values | Unique |
patient_id has unique values | Unique |
Unnamed: 83 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
pre_icu_los_days has 3711 (4.0%) zeros | Zeros |
apache_4a_hospital_death_prob has 2488 (2.7%) zeros | Zeros |
apache_4a_icu_death_prob has 9694 (10.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-02 18:14:36.910710 |
|---|---|
| Analysis finished | 2023-08-02 18:16:07.185416 |
| Duration | 1 minute and 30.27 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
encounter_id
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 91713 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65606.079 |
| Minimum | 1 |
|---|---|
| Maximum | 131051 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6569.6 |
| Q1 | 32852 |
| median | 65665 |
| Q3 | 98342 |
| 95-th percentile | 124513.8 |
| Maximum | 131051 |
| Range | 131050 |
| Interquartile range (IQR) | 65490 |
Descriptive statistics
| Standard deviation | 37795.089 |
|---|---|
| Coefficient of variation (CV) | 0.57609125 |
| Kurtosis | -1.1979326 |
| Mean | 65606.079 |
| Median Absolute Deviation (MAD) | 32748 |
| Skewness | -0.0022577717 |
| Sum | 6.0169303 × 109 |
| Variance | 1.4284687 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66154 | 1 | < 0.1% |
| 76188 | 1 | < 0.1% |
| 37789 | 1 | < 0.1% |
| 108084 | 1 | < 0.1% |
| 33405 | 1 | < 0.1% |
| 54864 | 1 | < 0.1% |
| 33807 | 1 | < 0.1% |
| 77443 | 1 | < 0.1% |
| 25417 | 1 | < 0.1% |
| 56426 | 1 | < 0.1% |
| Other values (91703) | 91703 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 6 | 1 | |
| 9 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 |
| Value | Count | Frequency (%) |
| 131051 | 1 | |
| 131049 | 1 | |
| 131048 | 1 | |
| 131047 | 1 | |
| 131046 | 1 | |
| 131045 | 1 | |
| 131044 | 1 | |
| 131043 | 1 | |
| 131042 | 1 | |
| 131040 | 1 |
patient_id
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 91713 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65537.131 |
| Minimum | 1 |
|---|---|
| Maximum | 131051 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6612.8 |
| Q1 | 32830 |
| median | 65413 |
| Q3 | 98298 |
| 95-th percentile | 124489.8 |
| Maximum | 131051 |
| Range | 131050 |
| Interquartile range (IQR) | 65468 |
Descriptive statistics
| Standard deviation | 37811.252 |
|---|---|
| Coefficient of variation (CV) | 0.57694396 |
| Kurtosis | -1.198444 |
| Mean | 65537.131 |
| Median Absolute Deviation (MAD) | 32724 |
| Skewness | 0.00077708765 |
| Sum | 6.0106069 × 109 |
| Variance | 1.4296908 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25312 | 1 | < 0.1% |
| 14664 | 1 | < 0.1% |
| 60980 | 1 | < 0.1% |
| 47973 | 1 | < 0.1% |
| 32805 | 1 | < 0.1% |
| 102085 | 1 | < 0.1% |
| 34219 | 1 | < 0.1% |
| 92475 | 1 | < 0.1% |
| 35277 | 1 | < 0.1% |
| 70293 | 1 | < 0.1% |
| Other values (91703) | 91703 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 131051 | 1 | |
| 131049 | 1 | |
| 131048 | 1 | |
| 131047 | 1 | |
| 131045 | 1 | |
| 131044 | 1 | |
| 131043 | 1 | |
| 131041 | 1 | |
| 131040 | 1 | |
| 131035 | 1 |
hospital_id
Real number (ℝ)
| Distinct | 147 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.66926 |
| Minimum | 2 |
|---|---|
| Maximum | 204 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 47 |
| median | 109 |
| Q3 | 161 |
| 95-th percentile | 196 |
| Maximum | 204 |
| Range | 202 |
| Interquartile range (IQR) | 114 |
Descriptive statistics
| Standard deviation | 62.854406 |
|---|---|
| Coefficient of variation (CV) | 0.59482205 |
| Kurtosis | -1.3585667 |
| Mean | 105.66926 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | -0.045682845 |
| Sum | 9691245 |
| Variance | 3950.6764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 118 | 4333 | 4.7% |
| 19 | 3925 | 4.3% |
| 188 | 3095 | 3.4% |
| 161 | 2792 | 3.0% |
| 70 | 2754 | 3.0% |
| 196 | 2730 | 3.0% |
| 176 | 2583 | 2.8% |
| 21 | 2470 | 2.7% |
| 194 | 2258 | 2.5% |
| 174 | 2225 | 2.4% |
| Other values (137) | 62548 |
| Value | Count | Frequency (%) |
| 2 | 1284 | |
| 3 | 16 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 414 | 0.5% |
| 6 | 238 | 0.3% |
| 8 | 388 | 0.4% |
| 9 | 43 | < 0.1% |
| 10 | 740 | |
| 13 | 1029 | |
| 14 | 792 |
| Value | Count | Frequency (%) |
| 204 | 1261 | |
| 202 | 307 | 0.3% |
| 200 | 367 | 0.4% |
| 199 | 546 | 0.6% |
| 198 | 29 | < 0.1% |
| 197 | 127 | 0.1% |
| 196 | 2730 | |
| 195 | 215 | 0.2% |
| 194 | 2258 | |
| 192 | 516 | 0.6% |
age
Real number (ℝ)
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 4228 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.309516 |
| Minimum | 16 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 52 |
| median | 65 |
| Q3 | 75 |
| 95-th percentile | 86 |
| Maximum | 89 |
| Range | 73 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.775119 |
|---|---|
| Coefficient of variation (CV) | 0.26922242 |
| Kurtosis | -0.21009006 |
| Mean | 62.309516 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.6244742 |
| Sum | 5451148 |
| Variance | 281.40461 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 2271 | 2.5% |
| 68 | 2173 | 2.4% |
| 71 | 2141 | 2.3% |
| 72 | 2110 | 2.3% |
| 66 | 2059 | 2.2% |
| 65 | 2051 | 2.2% |
| 70 | 2032 | 2.2% |
| 63 | 1977 | 2.2% |
| 73 | 1972 | 2.2% |
| 64 | 1956 | 2.1% |
| Other values (64) | 66743 | |
| (Missing) | 4228 | 4.6% |
| Value | Count | Frequency (%) |
| 16 | 44 | < 0.1% |
| 17 | 126 | 0.1% |
| 18 | 259 | |
| 19 | 343 | |
| 20 | 338 | |
| 21 | 372 | |
| 22 | 389 | |
| 23 | 400 | |
| 24 | 401 | |
| 25 | 415 |
| Value | Count | Frequency (%) |
| 89 | 952 | |
| 88 | 1042 | |
| 87 | 1204 | |
| 86 | 1295 | |
| 85 | 1418 | |
| 84 | 1560 | |
| 83 | 1616 | |
| 82 | 1590 | |
| 81 | 1661 | |
| 80 | 1702 |
bmi
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 34888 |
|---|---|
| Distinct (%) | 39.5% |
| Missing | 3429 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.185818 |
| Minimum | 14.844926 |
|---|---|
| Maximum | 67.81499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 14.844926 |
|---|---|
| 5-th percentile | 18.855359 |
| Q1 | 23.641975 |
| median | 27.654655 |
| Q3 | 32.930206 |
| 95-th percentile | 44.516538 |
| Maximum | 67.81499 |
| Range | 52.970064 |
| Interquartile range (IQR) | 9.2882304 |
Descriptive statistics
| Standard deviation | 8.2751422 |
|---|---|
| Coefficient of variation (CV) | 0.28353299 |
| Kurtosis | 3.4114894 |
| Mean | 29.185818 |
| Median Absolute Deviation (MAD) | 4.5096967 |
| Skewness | 1.440833 |
| Sum | 2576640.7 |
| Variance | 68.477979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.84492591 | 443 | 0.5% |
| 67.81498973 | 422 | 0.5% |
| 24.01776785 | 87 | 0.1% |
| 24.20811 | 86 | 0.1% |
| 27.35933163 | 82 | 0.1% |
| 22.60610272 | 79 | 0.1% |
| 23.29590458 | 79 | 0.1% |
| 24.8046875 | 79 | 0.1% |
| 25.81229652 | 77 | 0.1% |
| 29.049732 | 76 | 0.1% |
| Other values (34878) | 86774 | |
| (Missing) | 3429 | 3.7% |
| Value | Count | Frequency (%) |
| 14.84492591 | 443 | |
| 14.84526746 | 1 | < 0.1% |
| 14.86419531 | 1 | < 0.1% |
| 14.86453979 | 2 | < 0.1% |
| 14.86695021 | 1 | < 0.1% |
| 14.86737667 | 1 | < 0.1% |
| 14.87603306 | 1 | < 0.1% |
| 14.8780004 | 1 | < 0.1% |
| 14.87871348 | 1 | < 0.1% |
| 14.88002976 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 67.81498973 | 422 | |
| 67.81263563 | 1 | < 0.1% |
| 67.7978059 | 1 | < 0.1% |
| 67.78345128 | 1 | < 0.1% |
| 67.77927558 | 1 | < 0.1% |
| 67.74710784 | 1 | < 0.1% |
| 67.72486772 | 1 | < 0.1% |
| 67.71626298 | 1 | < 0.1% |
| 67.71150768 | 1 | < 0.1% |
| 67.5078125 | 1 | < 0.1% |
elective_surgery
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 716.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 91713 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 74862 | |
| 1 | 16851 | 18.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 74862 | |
| 1 | 16851 | 18.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 74862 | |
| 1 | 16851 | 18.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 91713 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 74862 | |
| 1 | 16851 | 18.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91713 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 74862 | |
| 1 | 16851 | 18.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91713 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 74862 | |
| 1 | 16851 | 18.4% |
ethnicity
Categorical
IMBALANCE  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1395 |
| Missing (%) | 1.5% |
| Memory size | 716.6 KiB |
| Caucasian | |
|---|---|
| African American | |
| Other/Unknown | 4374 |
| Hispanic | 3796 |
| Asian | 1129 |
Length
| Max length | 16 |
|---|---|
| Median length | 9 |
| Mean length | 9.8939636 |
| Min length | 5 |
Characters and Unicode
| Total characters | 893603 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Caucasian |
|---|---|
| 2nd row | Caucasian |
| 3rd row | Caucasian |
| 4th row | Caucasian |
| 5th row | Caucasian |
Common Values
| Value | Count | Frequency (%) |
| Caucasian | 70684 | |
| African American | 9547 | 10.4% |
| Other/Unknown | 4374 | 4.8% |
| Hispanic | 3796 | 4.1% |
| Asian | 1129 | 1.2% |
| Native American | 788 | 0.9% |
| (Missing) | 1395 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| caucasian | 70684 | |
| american | 10335 | 10.3% |
| african | 9547 | 9.5% |
| other/unknown | 4374 | 4.3% |
| hispanic | 3796 | 3.8% |
| asian | 1129 | 1.1% |
| native | 788 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 237647 | |
| n | 108613 | |
| i | 100075 | |
| c | 94362 | 10.6% |
| s | 75609 | 8.5% |
| C | 70684 | 7.9% |
| u | 70684 | 7.9% |
| r | 24256 | 2.7% |
| A | 21011 | 2.4% |
| e | 15497 | 1.7% |
| Other values (15) | 75165 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 773867 | |
| Uppercase Letter | 105027 | 11.8% |
| Space Separator | 10335 | 1.2% |
| Other Punctuation | 4374 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 237647 | |
| n | 108613 | |
| i | 100075 | |
| c | 94362 | 12.2% |
| s | 75609 | 9.8% |
| u | 70684 | 9.1% |
| r | 24256 | 3.1% |
| e | 15497 | 2.0% |
| m | 10335 | 1.3% |
| f | 9547 | 1.2% |
| Other values (7) | 27242 | 3.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 70684 | |
| A | 21011 | 20.0% |
| O | 4374 | 4.2% |
| U | 4374 | 4.2% |
| H | 3796 | 3.6% |
| N | 788 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 10335 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 4374 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 878894 | |
| Common | 14709 | 1.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 237647 | |
| n | 108613 | |
| i | 100075 | |
| c | 94362 | 10.7% |
| s | 75609 | 8.6% |
| C | 70684 | 8.0% |
| u | 70684 | 8.0% |
| r | 24256 | 2.8% |
| A | 21011 | 2.4% |
| e | 15497 | 1.8% |
| Other values (13) | 60456 | 6.9% |
Common
| Value | Count | Frequency (%) |
| 10335 | ||
| / | 4374 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893603 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 237647 | |
| n | 108613 | |
| i | 100075 | |
| c | 94362 | 10.6% |
| s | 75609 | 8.5% |
| C | 70684 | 7.9% |
| u | 70684 | 7.9% |
| r | 24256 | 2.7% |
| A | 21011 | 2.4% |
| e | 15497 | 1.7% |
| Other values (15) | 75165 | 8.4% |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 25 |
| Missing (%) | < 0.1% |
| Memory size | 716.6 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 91688 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 49469 | |
| F | 42219 | |
| (Missing) | 25 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 49469 | |
| f | 42219 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 49469 | |
| F | 42219 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 91688 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 49469 | |
| F | 42219 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 91688 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 49469 | |
| F | 42219 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91688 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 49469 | |
| F | 42219 |
height
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 401 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1334 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 169.64159 |
| Minimum | 137.2 |
|---|---|
| Maximum | 195.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 137.2 |
|---|---|
| 5-th percentile | 152.4 |
| Q1 | 162.5 |
| median | 170.1 |
| Q3 | 177.8 |
| 95-th percentile | 187.9 |
| Maximum | 195.59 |
| Range | 58.39 |
| Interquartile range (IQR) | 15.3 |
Descriptive statistics
| Standard deviation | 10.795378 |
|---|---|
| Coefficient of variation (CV) | 0.06363639 |
| Kurtosis | -0.39170146 |
| Mean | 169.64159 |
| Median Absolute Deviation (MAD) | 7.7 |
| Skewness | -0.10145534 |
| Sum | 15332037 |
| Variance | 116.54019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 167.6 | 5362 | 5.8% |
| 177.8 | 5289 | 5.8% |
| 160 | 5238 | 5.7% |
| 172.7 | 4834 | 5.3% |
| 165.1 | 4772 | 5.2% |
| 170.2 | 4141 | 4.5% |
| 162.6 | 3890 | 4.2% |
| 182.9 | 3662 | 4.0% |
| 180.3 | 3555 | 3.9% |
| 175.3 | 3524 | 3.8% |
| Other values (391) | 46112 |
| Value | Count | Frequency (%) |
| 137.2 | 453 | |
| 137.5 | 1 | < 0.1% |
| 137.6 | 1 | < 0.1% |
| 138 | 4 | < 0.1% |
| 138.4 | 1 | < 0.1% |
| 139 | 3 | < 0.1% |
| 139.7 | 58 | 0.1% |
| 140 | 12 | < 0.1% |
| 140.1 | 1 | < 0.1% |
| 140.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 195.59 | 429 | |
| 195.58 | 5 | < 0.1% |
| 195.5 | 29 | < 0.1% |
| 195.3 | 1 | < 0.1% |
| 195 | 21 | < 0.1% |
| 194.3 | 4 | < 0.1% |
| 194 | 9 | < 0.1% |
| 193.4 | 3 | < 0.1% |
| 193.04 | 23 | < 0.1% |
| 193 | 625 |
icu_admit_source
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 112 |
| Missing (%) | 0.1% |
| Memory size | 716.6 KiB |
| Accident & Emergency | |
|---|---|
| Operating Room / Recovery | |
| Floor | |
| Other Hospital | 2358 |
| Other ICU | 859 |
Length
| Max length | 25 |
|---|---|
| Median length | 20 |
| Mean length | 18.207476 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1667823 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Floor |
|---|---|
| 2nd row | Floor |
| 3rd row | Accident & Emergency |
| 4th row | Operating Room / Recovery |
| 5th row | Accident & Emergency |
Common Values
| Value | Count | Frequency (%) |
| Accident & Emergency | 54060 | |
| Operating Room / Recovery | 18713 | 20.4% |
| Floor | 15611 | 17.0% |
| Other Hospital | 2358 | 2.6% |
| Other ICU | 859 | 0.9% |
| (Missing) | 112 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 72773 | ||
| accident | 54060 | |
| emergency | 54060 | |
| operating | 18713 | 7.2% |
| room | 18713 | 7.2% |
| recovery | 18713 | 7.2% |
| floor | 15611 | 6.0% |
| other | 3217 | 1.2% |
| hospital | 2358 | 0.9% |
| icu | 859 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 221536 | |
| c | 180893 | 10.8% |
| 167476 | 10.0% | |
| n | 126833 | 7.6% |
| r | 110314 | 6.6% |
| o | 89719 | 5.4% |
| t | 78348 | 4.7% |
| i | 75131 | 4.5% |
| m | 72773 | 4.4% |
| g | 72773 | 4.4% |
| Other values (19) | 472027 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1239552 | |
| Uppercase Letter | 188022 | 11.3% |
| Space Separator | 167476 | 10.0% |
| Other Punctuation | 72773 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 221536 | |
| c | 180893 | |
| n | 126833 | |
| r | 110314 | |
| o | 89719 | |
| t | 78348 | 6.3% |
| i | 75131 | 6.1% |
| m | 72773 | 5.9% |
| g | 72773 | 5.9% |
| y | 72773 | 5.9% |
| Other values (7) | 138459 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 54060 | |
| E | 54060 | |
| R | 37426 | |
| O | 21930 | |
| F | 15611 | 8.3% |
| H | 2358 | 1.3% |
| I | 859 | 0.5% |
| C | 859 | 0.5% |
| U | 859 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 54060 | |
| / | 18713 | 25.7% |
Space Separator
| Value | Count | Frequency (%) |
| 167476 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1427574 | |
| Common | 240249 | 14.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 221536 | |
| c | 180893 | |
| n | 126833 | 8.9% |
| r | 110314 | 7.7% |
| o | 89719 | 6.3% |
| t | 78348 | 5.5% |
| i | 75131 | 5.3% |
| m | 72773 | 5.1% |
| g | 72773 | 5.1% |
| y | 72773 | 5.1% |
| Other values (16) | 326481 |
Common
| Value | Count | Frequency (%) |
| 167476 | ||
| & | 54060 | 22.5% |
| / | 18713 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1667823 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 221536 | |
| c | 180893 | 10.8% |
| 167476 | 10.0% | |
| n | 126833 | 7.6% |
| r | 110314 | 6.6% |
| o | 89719 | 5.4% |
| t | 78348 | 4.7% |
| i | 75131 | 4.5% |
| m | 72773 | 4.4% |
| g | 72773 | 4.4% |
| Other values (19) | 472027 |
icu_id
Real number (ℝ)
| Distinct | 241 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 508.35769 |
| Minimum | 82 |
|---|---|
| Maximum | 927 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 82 |
|---|---|
| 5-th percentile | 98 |
| Q1 | 369 |
| median | 504 |
| Q3 | 679 |
| 95-th percentile | 876 |
| Maximum | 927 |
| Range | 845 |
| Interquartile range (IQR) | 310 |
Descriptive statistics
| Standard deviation | 228.98966 |
|---|---|
| Coefficient of variation (CV) | 0.45044988 |
| Kurtosis | -0.81918394 |
| Mean | 508.35769 |
| Median Absolute Deviation (MAD) | 162 |
| Skewness | -0.16393995 |
| Sum | 46623009 |
| Variance | 52436.265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 646 | 1325 | 1.4% |
| 653 | 1307 | 1.4% |
| 876 | 1284 | 1.4% |
| 413 | 1239 | 1.4% |
| 236 | 1140 | 1.2% |
| 337 | 1097 | 1.2% |
| 133 | 1042 | 1.1% |
| 434 | 993 | 1.1% |
| 840 | 945 | 1.0% |
| 404 | 944 | 1.0% |
| Other values (231) | 80397 |
| Value | Count | Frequency (%) |
| 82 | 150 | 0.2% |
| 83 | 187 | 0.2% |
| 85 | 272 | 0.3% |
| 87 | 234 | 0.3% |
| 89 | 142 | 0.2% |
| 90 | 580 | |
| 91 | 323 | 0.4% |
| 92 | 881 | |
| 93 | 313 | 0.3% |
| 95 | 820 |
| Value | Count | Frequency (%) |
| 927 | 199 | |
| 926 | 109 | |
| 925 | 121 | |
| 922 | 22 | < 0.1% |
| 921 | 247 | |
| 918 | 161 | |
| 917 | 16 | < 0.1% |
| 915 | 77 | 0.1% |
| 909 | 17 | < 0.1% |
| 908 | 215 |
icu_stay_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 716.6 KiB |
| admit | |
|---|---|
| transfer | 4970 |
| readmit | 560 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.1747844 |
| Min length | 5 |
Characters and Unicode
| Total characters | 474595 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | admit |
|---|---|
| 2nd row | admit |
| 3rd row | admit |
| 4th row | admit |
| 5th row | admit |
Common Values
| Value | Count | Frequency (%) |
| admit | 86183 | |
| transfer | 4970 | 5.4% |
| readmit | 560 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| admit | 86183 | |
| transfer | 4970 | 5.4% |
| readmit | 560 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 91713 | |
| t | 91713 | |
| d | 86743 | |
| m | 86743 | |
| i | 86743 | |
| r | 10500 | 2.2% |
| e | 5530 | 1.2% |
| n | 4970 | 1.0% |
| s | 4970 | 1.0% |
| f | 4970 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 474595 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 91713 | |
| t | 91713 | |
| d | 86743 | |
| m | 86743 | |
| i | 86743 | |
| r | 10500 | 2.2% |
| e | 5530 | 1.2% |
| n | 4970 | 1.0% |
| s | 4970 | 1.0% |
| f | 4970 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 474595 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 91713 | |
| t | 91713 | |
| d | 86743 | |
| m | 86743 | |
| i | 86743 | |
| r | 10500 | 2.2% |
| e | 5530 | 1.2% |
| n | 4970 | 1.0% |
| s | 4970 | 1.0% |
| f | 4970 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 474595 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 91713 | |
| t | 91713 | |
| d | 86743 | |
| m | 86743 | |
| i | 86743 | |
| r | 10500 | 2.2% |
| e | 5530 | 1.2% |
| n | 4970 | 1.0% |
| s | 4970 | 1.0% |
| f | 4970 | 1.0% |
icu_type
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 716.6 KiB |
| Med-Surg ICU | |
|---|---|
| MICU | |
| Neuro ICU | |
| CCU-CTICU | |
| SICU | |
| Other values (3) |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 9.6795765 |
| Min length | 4 |
Characters and Unicode
| Total characters | 887743 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CTICU |
|---|---|
| 2nd row | Med-Surg ICU |
| 3rd row | Med-Surg ICU |
| 4th row | CTICU |
| 5th row | Med-Surg ICU |
Common Values
| Value | Count | Frequency (%) |
| Med-Surg ICU | 50586 | |
| MICU | 7695 | 8.4% |
| Neuro ICU | 7675 | 8.4% |
| CCU-CTICU | 7156 | 7.8% |
| SICU | 5209 | 5.7% |
| Cardiac ICU | 4776 | 5.2% |
| CSICU | 4613 | 5.0% |
| CTICU | 4003 | 4.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| icu | 63037 | |
| med-surg | 50586 | |
| micu | 7695 | 5.0% |
| neuro | 7675 | 5.0% |
| ccu-cticu | 7156 | 4.6% |
| sicu | 5209 | 3.4% |
| cardiac | 4776 | 3.1% |
| csicu | 4613 | 3.0% |
| cticu | 4003 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 126573 | |
| U | 98869 | |
| I | 91713 | |
| r | 63037 | |
| 63037 | ||
| S | 60408 | 6.8% |
| M | 58281 | 6.6% |
| u | 58261 | 6.6% |
| e | 58261 | 6.6% |
| - | 57742 | 6.5% |
| Other values (8) | 151561 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 454678 | |
| Lowercase Letter | 312286 | |
| Space Separator | 63037 | 7.1% |
| Dash Punctuation | 57742 | 6.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 63037 | |
| u | 58261 | |
| e | 58261 | |
| d | 55362 | |
| g | 50586 | |
| a | 9552 | 3.1% |
| o | 7675 | 2.5% |
| i | 4776 | 1.5% |
| c | 4776 | 1.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 126573 | |
| U | 98869 | |
| I | 91713 | |
| S | 60408 | |
| M | 58281 | |
| T | 11159 | 2.5% |
| N | 7675 | 1.7% |
Space Separator
| Value | Count | Frequency (%) |
| 63037 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 57742 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 766964 | |
| Common | 120779 | 13.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 126573 | |
| U | 98869 | |
| I | 91713 | |
| r | 63037 | |
| S | 60408 | |
| M | 58281 | |
| u | 58261 | |
| e | 58261 | |
| d | 55362 | |
| g | 50586 | 6.6% |
| Other values (6) | 45613 | 5.9% |
Common
| Value | Count | Frequency (%) |
| 63037 | ||
| - | 57742 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 887743 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 126573 | |
| U | 98869 | |
| I | 91713 | |
| r | 63037 | |
| 63037 | ||
| S | 60408 | 6.8% |
| M | 58281 | 6.6% |
| u | 58261 | 6.6% |
| e | 58261 | 6.6% |
| - | 57742 | 6.5% |
| Other values (8) | 151561 |
pre_icu_los_days
Real number (ℝ)
| Distinct | 9757 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83576605 |
| Minimum | -24.947222 |
|---|---|
| Maximum | 159.09097 |
| Zeros | 3711 |
| Zeros (%) | 4.0% |
| Negative | 778 |
| Negative (%) | 0.8% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | -24.947222 |
|---|---|
| 5-th percentile | 0.000694444 |
| Q1 | 0.035416667 |
| median | 0.13888889 |
| Q3 | 0.40902778 |
| 95-th percentile | 4.3877778 |
| Maximum | 159.09097 |
| Range | 184.03819 |
| Interquartile range (IQR) | 0.37361111 |
Descriptive statistics
| Standard deviation | 2.4877562 |
|---|---|
| Coefficient of variation (CV) | 2.9766179 |
| Kurtosis | 311.73464 |
| Mean | 0.83576605 |
| Median Absolute Deviation (MAD) | 0.12847222 |
| Skewness | 10.988615 |
| Sum | 76650.612 |
| Variance | 6.1889308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3711 | 4.0% |
| 0.000694444 | 1403 | 1.5% |
| 0.001388889 | 1011 | 1.1% |
| 0.002083333 | 887 | 1.0% |
| 0.002777778 | 811 | 0.9% |
| 0.003472222 | 780 | 0.9% |
| 0.004861111 | 718 | 0.8% |
| 0.004166667 | 704 | 0.8% |
| 0.00625 | 651 | 0.7% |
| 0.005555556 | 619 | 0.7% |
| Other values (9747) | 80418 |
| Value | Count | Frequency (%) |
| -24.94722222 | 1 | |
| -13.775 | 1 | |
| -11.40972222 | 1 | |
| -10.69375 | 1 | |
| -6.634722222 | 1 | |
| -6.153472222 | 1 | |
| -5.672916667 | 1 | |
| -5.553472222 | 1 | |
| -5.227777778 | 1 | |
| -4.996527778 | 1 |
| Value | Count | Frequency (%) |
| 159.0909722 | 1 | |
| 84.36736111 | 1 | |
| 81.80277778 | 1 | |
| 78.7625 | 1 | |
| 73.02291667 | 1 | |
| 67.02361111 | 1 | |
| 64.94861111 | 1 | |
| 63.82708333 | 1 | |
| 63.04444444 | 1 | |
| 62.64791667 | 1 |
weight
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3409 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 2720 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.02834 |
| Minimum | 38.6 |
|---|---|
| Maximum | 186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 38.6 |
|---|---|
| 5-th percentile | 50.3 |
| Q1 | 66.8 |
| median | 80.3 |
| Q3 | 97.1 |
| 95-th percentile | 130 |
| Maximum | 186 |
| Range | 147.4 |
| Interquartile range (IQR) | 30.3 |
Descriptive statistics
| Standard deviation | 25.011497 |
|---|---|
| Coefficient of variation (CV) | 0.29765549 |
| Kurtosis | 1.8416398 |
| Mean | 84.02834 |
| Median Absolute Deviation (MAD) | 14.9 |
| Skewness | 1.0690698 |
| Sum | 7477934 |
| Variance | 625.57497 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 68 | 974 | 1.1% |
| 81.6 | 887 | 1.0% |
| 63.5 | 843 | 0.9% |
| 90.7 | 778 | 0.8% |
| 77.1 | 738 | 0.8% |
| 75 | 562 | 0.6% |
| 72.6 | 560 | 0.6% |
| 59 | 542 | 0.6% |
| 80 | 510 | 0.6% |
| 83.9 | 506 | 0.6% |
| Other values (3399) | 82093 | |
| (Missing) | 2720 | 3.0% |
| Value | Count | Frequency (%) |
| 38.6 | 459 | |
| 38.7 | 5 | < 0.1% |
| 38.8 | 6 | < 0.1% |
| 38.9 | 4 | < 0.1% |
| 39 | 33 | < 0.1% |
| 39.1 | 5 | < 0.1% |
| 39.2 | 12 | < 0.1% |
| 39.23 | 1 | < 0.1% |
| 39.3 | 9 | < 0.1% |
| 39.4 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 186 | 447 | |
| 185.8 | 1 | < 0.1% |
| 185.6 | 1 | < 0.1% |
| 185.5 | 4 | < 0.1% |
| 185.4 | 1 | < 0.1% |
| 185.3 | 1 | < 0.1% |
| 185.2 | 2 | < 0.1% |
| 185.1 | 3 | < 0.1% |
| 185.06 | 1 | < 0.1% |
| 185 | 7 | < 0.1% |
apache_2_diagnosis
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1662 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 185.40174 |
| Minimum | 101 |
|---|---|
| Maximum | 308 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 101 |
|---|---|
| 5-th percentile | 106 |
| Q1 | 113 |
| median | 122 |
| Q3 | 301 |
| 95-th percentile | 307 |
| Maximum | 308 |
| Range | 207 |
| Interquartile range (IQR) | 188 |
Descriptive statistics
| Standard deviation | 86.050882 |
|---|---|
| Coefficient of variation (CV) | 0.46413201 |
| Kurtosis | -1.5855193 |
| Mean | 185.40174 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.50741046 |
| Sum | 16695612 |
| Variance | 7404.7542 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 113 | 11740 | 12.8% |
| 301 | 6807 | 7.4% |
| 302 | 6702 | 7.3% |
| 112 | 4350 | 4.7% |
| 308 | 4114 | 4.5% |
| 117 | 3923 | 4.3% |
| 124 | 3906 | 4.3% |
| 122 | 3768 | 4.1% |
| 303 | 3329 | 3.6% |
| 110 | 3206 | 3.5% |
| Other values (34) | 38206 |
| Value | Count | Frequency (%) |
| 101 | 376 | 0.4% |
| 102 | 1883 | |
| 103 | 291 | 0.3% |
| 104 | 363 | 0.4% |
| 105 | 1037 | 1.1% |
| 106 | 2476 | |
| 107 | 197 | 0.2% |
| 108 | 1177 | 1.3% |
| 109 | 1071 | 1.2% |
| 110 | 3206 |
| Value | Count | Frequency (%) |
| 308 | 4114 | |
| 307 | 1818 | 2.0% |
| 306 | 638 | 0.7% |
| 305 | 2275 | 2.5% |
| 304 | 3104 | |
| 303 | 3329 | |
| 302 | 6702 | |
| 301 | 6807 | |
| 219 | 461 | 0.5% |
| 218 | 553 | 0.6% |
apache_3j_diagnosis
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 399 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1101 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 558.21638 |
| Minimum | 0.01 |
|---|---|
| Maximum | 2201.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 104.01 |
| Q1 | 203.01 |
| median | 409.02 |
| Q3 | 703.03 |
| 95-th percentile | 1501.01 |
| Maximum | 2201.05 |
| Range | 2201.04 |
| Interquartile range (IQR) | 500.02 |
Descriptive statistics
| Standard deviation | 463.26698 |
|---|---|
| Coefficient of variation (CV) | 0.82990576 |
| Kurtosis | 0.01756256 |
| Mean | 558.21638 |
| Median Absolute Deviation (MAD) | 294.01 |
| Skewness | 1.0133974 |
| Sum | 50581102 |
| Variance | 214616.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 501.05 | 4481 | 4.9% |
| 107.01 | 4350 | 4.7% |
| 106.01 | 3923 | 4.3% |
| 403.01 | 3789 | 4.1% |
| 703.03 | 3106 | 3.4% |
| 104.01 | 2956 | 3.2% |
| 502.01 | 2842 | 3.1% |
| 1207.01 | 2763 | 3.0% |
| 102.01 | 2239 | 2.4% |
| 702.01 | 2064 | 2.3% |
| Other values (389) | 58099 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 4 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.11 | 15 | |
| 0.13 | 1 | < 0.1% |
| 0.14 | 5 | < 0.1% |
| 0.15 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2201.05 | 61 | 0.1% |
| 2201.04 | 5 | < 0.1% |
| 2201.03 | 12 | < 0.1% |
| 2201.02 | 10 | < 0.1% |
| 2201.01 | 12 | < 0.1% |
| 2101.03 | 3 | < 0.1% |
| 2101.01 | 6 | < 0.1% |
| 1904.01 | 236 | |
| 1903.03 | 56 | 0.1% |
| 1903.02 | 53 | 0.1% |
apache_post_operative
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 716.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 91713 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 73269 | |
| 1 | 18444 | 20.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 73269 | |
| 1 | 18444 | 20.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 73269 | |
| 1 | 18444 | 20.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 91713 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 73269 | |
| 1 | 18444 | 20.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91713 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 73269 | |
| 1 | 18444 | 20.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91713 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 73269 | |
| 1 | 18444 | 20.1% |
arf_apache
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 2546 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 88452 | |
| 1.0 | 2546 | 2.8% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 88452 | |
| 1.0 | 2546 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 179450 | |
| . | 90998 | |
| 1 | 2546 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 179450 | |
| 1 | 2546 | 1.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 179450 | |
| . | 90998 | |
| 1 | 2546 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 179450 | |
| . | 90998 | |
| 1 | 2546 | 0.9% |
gcs_eyes_apache
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1901 |
| Missing (%) | 2.1% |
| Memory size | 716.6 KiB |
| 4.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 2.0 | 4680 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 269436 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 4.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 62995 | |
| 3.0 | 13863 | 15.1% |
| 1.0 | 8274 | 9.0% |
| 2.0 | 4680 | 5.1% |
| (Missing) | 1901 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4.0 | 62995 | |
| 3.0 | 13863 | 15.4% |
| 1.0 | 8274 | 9.2% |
| 2.0 | 4680 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 89812 | |
| 0 | 89812 | |
| 4 | 62995 | |
| 3 | 13863 | 5.1% |
| 1 | 8274 | 3.1% |
| 2 | 4680 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 179624 | |
| Other Punctuation | 89812 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 89812 | |
| 4 | 62995 | |
| 3 | 13863 | 7.7% |
| 1 | 8274 | 4.6% |
| 2 | 4680 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 89812 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 269436 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 89812 | |
| 0 | 89812 | |
| 4 | 62995 | |
| 3 | 13863 | 5.1% |
| 1 | 8274 | 3.1% |
| 2 | 4680 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 269436 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 89812 | |
| 0 | 89812 | |
| 4 | 62995 | |
| 3 | 13863 | 5.1% |
| 1 | 8274 | 3.1% |
| 2 | 4680 | 1.7% |
gcs_motor_apache
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1901 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4711954 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.2883763 |
|---|---|
| Coefficient of variation (CV) | 0.2354835 |
| Kurtosis | 6.3222644 |
| Mean | 5.4711954 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.7123756 |
| Sum | 491379 |
| Variance | 1.6599134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 70960 | |
| 5 | 7982 | 8.7% |
| 1 | 5543 | 6.0% |
| 4 | 4494 | 4.9% |
| 3 | 524 | 0.6% |
| 2 | 309 | 0.3% |
| (Missing) | 1901 | 2.1% |
| Value | Count | Frequency (%) |
| 1 | 5543 | 6.0% |
| 2 | 309 | 0.3% |
| 3 | 524 | 0.6% |
| 4 | 4494 | 4.9% |
| 5 | 7982 | 8.7% |
| 6 | 70960 |
| Value | Count | Frequency (%) |
| 6 | 70960 | |
| 5 | 7982 | 8.7% |
| 4 | 4494 | 4.9% |
| 3 | 524 | 0.6% |
| 2 | 309 | 0.3% |
| 1 | 5543 | 6.0% |
gcs_unable_apache
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1037 |
| Missing (%) | 1.1% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 864 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272028 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 89812 | |
| 1.0 | 864 | 0.9% |
| (Missing) | 1037 | 1.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 89812 | |
| 1.0 | 864 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 180488 | |
| . | 90676 | |
| 1 | 864 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181352 | |
| Other Punctuation | 90676 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 180488 | |
| 1 | 864 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90676 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272028 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 180488 | |
| . | 90676 | |
| 1 | 864 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272028 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 180488 | |
| . | 90676 | |
| 1 | 864 | 0.3% |
gcs_verbal_apache
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1901 |
| Missing (%) | 2.1% |
| Memory size | 716.6 KiB |
| 5.0 | |
|---|---|
| 1.0 | |
| 4.0 | |
| 3.0 | 3275 |
| 2.0 | 1940 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 269436 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 5.0 |
| 4th row | 5.0 |
| 5th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 5.0 | 56909 | |
| 1.0 | 16741 | 18.3% |
| 4.0 | 10947 | 11.9% |
| 3.0 | 3275 | 3.6% |
| 2.0 | 1940 | 2.1% |
| (Missing) | 1901 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5.0 | 56909 | |
| 1.0 | 16741 | 18.6% |
| 4.0 | 10947 | 12.2% |
| 3.0 | 3275 | 3.6% |
| 2.0 | 1940 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 89812 | |
| 0 | 89812 | |
| 5 | 56909 | |
| 1 | 16741 | 6.2% |
| 4 | 10947 | 4.1% |
| 3 | 3275 | 1.2% |
| 2 | 1940 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 179624 | |
| Other Punctuation | 89812 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 89812 | |
| 5 | 56909 | |
| 1 | 16741 | 9.3% |
| 4 | 10947 | 6.1% |
| 3 | 3275 | 1.8% |
| 2 | 1940 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 89812 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 269436 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 89812 | |
| 0 | 89812 | |
| 5 | 56909 | |
| 1 | 16741 | 6.2% |
| 4 | 10947 | 4.1% |
| 3 | 3275 | 1.2% |
| 2 | 1940 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 269436 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 89812 | |
| 0 | 89812 | |
| 5 | 56909 | |
| 1 | 16741 | 6.2% |
| 4 | 10947 | 4.1% |
| 3 | 3275 | 1.2% |
| 2 | 1940 | 0.7% |
heart_rate_apache
Real number (ℝ)
| Distinct | 149 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 878 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.707932 |
| Minimum | 30 |
|---|---|
| Maximum | 178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 86 |
| median | 104 |
| Q3 | 120 |
| 95-th percentile | 146 |
| Maximum | 178 |
| Range | 148 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 30.870502 |
|---|---|
| Coefficient of variation (CV) | 0.30960929 |
| Kurtosis | -0.44843933 |
| Mean | 99.707932 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.26730015 |
| Sum | 9056970 |
| Variance | 952.98791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 1860 | 2.0% |
| 108 | 1806 | 2.0% |
| 102 | 1794 | 2.0% |
| 104 | 1724 | 1.9% |
| 98 | 1716 | 1.9% |
| 106 | 1689 | 1.8% |
| 110 | 1638 | 1.8% |
| 96 | 1634 | 1.8% |
| 60 | 1624 | 1.8% |
| 112 | 1609 | 1.8% |
| Other values (139) | 73741 |
| Value | Count | Frequency (%) |
| 30 | 561 | |
| 31 | 73 | 0.1% |
| 32 | 105 | 0.1% |
| 33 | 79 | 0.1% |
| 34 | 111 | 0.1% |
| 35 | 108 | 0.1% |
| 36 | 127 | 0.1% |
| 37 | 130 | 0.1% |
| 38 | 171 | 0.2% |
| 39 | 175 | 0.2% |
| Value | Count | Frequency (%) |
| 178 | 462 | |
| 177 | 33 | < 0.1% |
| 176 | 37 | < 0.1% |
| 175 | 46 | 0.1% |
| 174 | 57 | 0.1% |
| 173 | 38 | < 0.1% |
| 172 | 56 | 0.1% |
| 171 | 35 | < 0.1% |
| 170 | 70 | 0.1% |
| 169 | 64 | 0.1% |
intubated_apache
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 77237 | |
| 1.0 | 13761 | 15.0% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 77237 | |
| 1.0 | 13761 | 15.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 168235 | |
| . | 90998 | |
| 1 | 13761 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 168235 | |
| 1 | 13761 | 7.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 168235 | |
| . | 90998 | |
| 1 | 13761 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 168235 | |
| . | 90998 | |
| 1 | 13761 | 5.0% |
map_apache
Real number (ℝ)
| Distinct | 161 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 994 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.015873 |
| Minimum | 40 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 54 |
| median | 67 |
| Q3 | 125 |
| 95-th percentile | 164 |
| Maximum | 200 |
| Range | 160 |
| Interquartile range (IQR) | 71 |
Descriptive statistics
| Standard deviation | 42.032412 |
|---|---|
| Coefficient of variation (CV) | 0.4775549 |
| Kurtosis | -0.79373791 |
| Mean | 88.015873 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.69831947 |
| Sum | 7984712 |
| Variance | 1766.7236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 2122 | 2.3% |
| 54 | 2029 | 2.2% |
| 60 | 1971 | 2.1% |
| 58 | 1955 | 2.1% |
| 53 | 1893 | 2.1% |
| 55 | 1882 | 2.1% |
| 52 | 1877 | 2.0% |
| 40 | 1874 | 2.0% |
| 57 | 1844 | 2.0% |
| 51 | 1814 | 2.0% |
| Other values (151) | 71458 |
| Value | Count | Frequency (%) |
| 40 | 1874 | |
| 41 | 1450 | |
| 42 | 1383 | |
| 43 | 1358 | |
| 44 | 1360 | |
| 45 | 1333 | |
| 46 | 1435 | |
| 47 | 1507 | |
| 48 | 1654 | |
| 49 | 1579 |
| Value | Count | Frequency (%) |
| 200 | 141 | |
| 199 | 128 | |
| 198 | 100 | |
| 197 | 113 | |
| 196 | 121 | |
| 195 | 121 | |
| 194 | 109 | |
| 193 | 90 | |
| 192 | 109 | |
| 191 | 95 |
resprate_apache
Real number (ℝ)
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1234 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.811007 |
| Minimum | 4 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 11 |
| median | 28 |
| Q3 | 36 |
| 95-th percentile | 53 |
| Maximum | 60 |
| Range | 56 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 15.106312 |
|---|---|
| Coefficient of variation (CV) | 0.5852663 |
| Kurtosis | -0.92766851 |
| Mean | 25.811007 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.25849416 |
| Sum | 2335354.1 |
| Variance | 228.20068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 4303 | 4.7% |
| 12 | 4221 | 4.6% |
| 11 | 3911 | 4.3% |
| 4 | 3528 | 3.8% |
| 9 | 3432 | 3.7% |
| 30 | 3145 | 3.4% |
| 28 | 3074 | 3.4% |
| 8 | 2927 | 3.2% |
| 29 | 2887 | 3.1% |
| 31 | 2725 | 3.0% |
| Other values (64) | 56326 |
| Value | Count | Frequency (%) |
| 4 | 3528 | |
| 5 | 2076 | |
| 5.9 | 1 | < 0.1% |
| 6 | 2091 | |
| 7 | 2415 | |
| 7.1 | 2 | < 0.1% |
| 7.2 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 8 | 2927 | |
| 8.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60 | 937 | |
| 59 | 666 | |
| 58 | 516 | |
| 57 | 509 | |
| 56 | 494 | |
| 55 | 511 | |
| 54 | 512 | |
| 53 | 524 | |
| 52 | 569 | |
| 51 | 554 |
temp_apache
Real number (ℝ)
| Distinct | 191 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4108 |
| Missing (%) | 4.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.414472 |
| Minimum | 32.1 |
|---|---|
| Maximum | 39.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | 32.1 |
|---|---|
| 5-th percentile | 35.3 |
| Q1 | 36.2 |
| median | 36.5 |
| Q3 | 36.7 |
| 95-th percentile | 37.3 |
| Maximum | 39.7 |
| Range | 7.6 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.83349642 |
|---|---|
| Coefficient of variation (CV) | 0.022889153 |
| Kurtosis | 8.9838609 |
| Mean | 36.414472 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | -0.96629929 |
| Sum | 3190089.9 |
| Variance | 0.69471627 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.4 | 9347 | 10.2% |
| 36.6 | 8572 | 9.3% |
| 36.7 | 8076 | 8.8% |
| 36.3 | 6667 | 7.3% |
| 36.5 | 6193 | 6.8% |
| 36.8 | 5778 | 6.3% |
| 36.2 | 4802 | 5.2% |
| 36.1 | 4594 | 5.0% |
| 36.9 | 3698 | 4.0% |
| 36 | 2807 | 3.1% |
| Other values (181) | 27071 | |
| (Missing) | 4108 | 4.5% |
| Value | Count | Frequency (%) |
| 32.1 | 516 | |
| 32.16 | 1 | < 0.1% |
| 32.2 | 62 | 0.1% |
| 32.22 | 1 | < 0.1% |
| 32.27 | 1 | < 0.1% |
| 32.3 | 53 | 0.1% |
| 32.33 | 1 | < 0.1% |
| 32.4 | 49 | 0.1% |
| 32.5 | 56 | 0.1% |
| 32.6 | 70 | 0.1% |
| Value | Count | Frequency (%) |
| 39.7 | 370 | |
| 39.66 | 4 | < 0.1% |
| 39.61 | 5 | < 0.1% |
| 39.6 | 95 | 0.1% |
| 39.55 | 9 | < 0.1% |
| 39.5 | 132 | 0.1% |
| 39.44 | 9 | < 0.1% |
| 39.4 | 211 | |
| 39.39 | 1 | < 0.1% |
| 39.38 | 9 | < 0.1% |
ventilated_apache
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 61358 | |
| 1.0 | 29640 | |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 61358 | |
| 1.0 | 29640 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 152356 | |
| . | 90998 | |
| 1 | 29640 | 10.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 152356 | |
| 1 | 29640 | 16.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 152356 | |
| . | 90998 | |
| 1 | 29640 | 10.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 152356 | |
| . | 90998 | |
| 1 | 29640 | 10.9% |
apache_4a_hospital_death_prob
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 7947 |
| Missing (%) | 8.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.086786883 |
| Minimum | -1 |
|---|---|
| Maximum | 0.99 |
| Zeros | 2488 |
| Zeros (%) | 2.7% |
| Negative | 2371 |
| Negative (%) | 2.6% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02 |
| median | 0.05 |
| Q3 | 0.13 |
| 95-th percentile | 0.5 |
| Maximum | 0.99 |
| Range | 1.99 |
| Interquartile range (IQR) | 0.11 |
Descriptive statistics
| Standard deviation | 0.24756854 |
|---|---|
| Coefficient of variation (CV) | 2.8526032 |
| Kurtosis | 9.8256703 |
| Mean | 0.086786883 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -1.4840473 |
| Sum | 7269.79 |
| Variance | 0.06129018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 11023 | 12.0% |
| 0.02 | 9970 | 10.9% |
| 0.03 | 7504 | 8.2% |
| 0.04 | 5996 | 6.5% |
| 0.05 | 4869 | 5.3% |
| 0.06 | 3849 | 4.2% |
| 0.07 | 3259 | 3.6% |
| 0.08 | 2787 | 3.0% |
| 0 | 2488 | 2.7% |
| 0.09 | 2396 | 2.6% |
| Other values (91) | 29625 | |
| (Missing) | 7947 | 8.7% |
| Value | Count | Frequency (%) |
| -1 | 2371 | 2.6% |
| 0 | 2488 | 2.7% |
| 0.01 | 11023 | |
| 0.02 | 9970 | |
| 0.03 | 7504 | |
| 0.04 | 5996 | |
| 0.05 | 4869 | |
| 0.06 | 3849 | 4.2% |
| 0.07 | 3259 | 3.6% |
| 0.08 | 2787 | 3.0% |
| Value | Count | Frequency (%) |
| 0.99 | 1 | < 0.1% |
| 0.98 | 5 | < 0.1% |
| 0.97 | 11 | < 0.1% |
| 0.96 | 21 | |
| 0.95 | 22 | |
| 0.94 | 38 | |
| 0.93 | 36 | |
| 0.92 | 49 | |
| 0.91 | 44 | |
| 0.9 | 49 |
apache_4a_icu_death_prob
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 7947 |
| Missing (%) | 8.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.043954827 |
| Minimum | -1 |
|---|---|
| Maximum | 0.97 |
| Zeros | 9694 |
| Zeros (%) | 10.6% |
| Negative | 2230 |
| Negative (%) | 2.4% |
| Memory size | 716.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.02 |
| Q3 | 0.06 |
| 95-th percentile | 0.35 |
| Maximum | 0.97 |
| Range | 1.97 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.21734138 |
|---|---|
| Coefficient of variation (CV) | 4.9446533 |
| Kurtosis | 13.830907 |
| Mean | 0.043954827 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | -2.0288356 |
| Sum | 3681.92 |
| Variance | 0.047237274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 21087 | |
| 0.02 | 11733 | |
| 0 | 9694 | |
| 0.03 | 7253 | 7.9% |
| 0.04 | 5068 | 5.5% |
| 0.05 | 3680 | 4.0% |
| 0.06 | 2758 | 3.0% |
| -1 | 2230 | 2.4% |
| 0.07 | 2154 | 2.3% |
| 0.08 | 1760 | 1.9% |
| Other values (89) | 16349 | |
| (Missing) | 7947 | 8.7% |
| Value | Count | Frequency (%) |
| -1 | 2230 | 2.4% |
| 0 | 9694 | |
| 0.01 | 21087 | |
| 0.02 | 11733 | |
| 0.03 | 7253 | 7.9% |
| 0.04 | 5068 | 5.5% |
| 0.05 | 3680 | 4.0% |
| 0.06 | 2758 | 3.0% |
| 0.07 | 2154 | 2.3% |
| 0.08 | 1760 | 1.9% |
| Value | Count | Frequency (%) |
| 0.97 | 4 | < 0.1% |
| 0.96 | 3 | < 0.1% |
| 0.95 | 6 | < 0.1% |
| 0.94 | 11 | |
| 0.93 | 16 | |
| 0.92 | 12 | |
| 0.91 | 19 | |
| 0.9 | 25 | |
| 0.89 | 23 | |
| 0.88 | 21 |
aids
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 78 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 90920 | |
| 1.0 | 78 | 0.1% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 90920 | |
| 1.0 | 78 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 181918 | |
| . | 90998 | |
| 1 | 78 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 181918 | |
| 1 | 78 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 181918 | |
| . | 90998 | |
| 1 | 78 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 181918 | |
| . | 90998 | |
| 1 | 78 | < 0.1% |
cirrhosis
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1428 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 89570 | |
| 1.0 | 1428 | 1.6% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 89570 | |
| 1.0 | 1428 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 180568 | |
| . | 90998 | |
| 1 | 1428 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 180568 | |
| 1 | 1428 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 180568 | |
| . | 90998 | |
| 1 | 1428 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 180568 | |
| . | 90998 | |
| 1 | 1428 | 0.5% |
diabetes_mellitus
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 70506 | |
| 1.0 | 20492 | 22.3% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 70506 | |
| 1.0 | 20492 | 22.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 161504 | |
| . | 90998 | |
| 1 | 20492 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 161504 | |
| 1 | 20492 | 11.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 161504 | |
| . | 90998 | |
| 1 | 20492 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 161504 | |
| . | 90998 | |
| 1 | 20492 | 7.5% |
hepatic_failure
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1182 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 89816 | |
| 1.0 | 1182 | 1.3% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 89816 | |
| 1.0 | 1182 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 180814 | |
| . | 90998 | |
| 1 | 1182 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 180814 | |
| 1 | 1182 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 180814 | |
| . | 90998 | |
| 1 | 1182 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 180814 | |
| . | 90998 | |
| 1 | 1182 | 0.4% |
immunosuppression
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 2381 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 88617 | |
| 1.0 | 2381 | 2.6% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 88617 | |
| 1.0 | 2381 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 179615 | |
| . | 90998 | |
| 1 | 2381 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 179615 | |
| 1 | 2381 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 179615 | |
| . | 90998 | |
| 1 | 2381 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 179615 | |
| . | 90998 | |
| 1 | 2381 | 0.9% |
leukemia
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 643 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 90355 | |
| 1.0 | 643 | 0.7% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 90355 | |
| 1.0 | 643 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 181353 | |
| . | 90998 | |
| 1 | 643 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 181353 | |
| 1 | 643 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 181353 | |
| . | 90998 | |
| 1 | 643 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 181353 | |
| . | 90998 | |
| 1 | 643 | 0.2% |
lymphoma
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 376 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 90622 | |
| 1.0 | 376 | 0.4% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 90622 | |
| 1.0 | 376 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 181620 | |
| . | 90998 | |
| 1 | 376 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 181620 | |
| 1 | 376 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 181620 | |
| . | 90998 | |
| 1 | 376 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 181620 | |
| . | 90998 | |
| 1 | 376 | 0.1% |
solid_tumor_with_metastasis
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715 |
| Missing (%) | 0.8% |
| Memory size | 716.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1878 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 272994 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 89120 | |
| 1.0 | 1878 | 2.0% |
| (Missing) | 715 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 89120 | |
| 1.0 | 1878 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 180118 | |
| . | 90998 | |
| 1 | 1878 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 181996 | |
| Other Punctuation | 90998 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 180118 | |
| 1 | 1878 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 90998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272994 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 180118 | |
| . | 90998 | |
| 1 | 1878 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272994 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 180118 | |
| . | 90998 | |
| 1 | 1878 | 0.7% |
apache_3j_bodysystem
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1662 |
| Missing (%) | 1.8% |
| Memory size | 716.6 KiB |
| Cardiovascular | |
|---|---|
| Neurological | |
| Sepsis | |
| Respiratory | |
| Gastrointestinal | |
| Other values (6) |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 11.783478 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1061114 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sepsis |
|---|---|
| 2nd row | Respiratory |
| 3rd row | Metabolic |
| 4th row | Cardiovascular |
| 5th row | Trauma |
Common Values
| Value | Count | Frequency (%) |
| Cardiovascular | 29999 | |
| Neurological | 11896 | 13.0% |
| Sepsis | 11740 | 12.8% |
| Respiratory | 11609 | 12.7% |
| Gastrointestinal | 9026 | 9.8% |
| Metabolic | 7650 | 8.3% |
| Trauma | 3842 | 4.2% |
| Genitourinary | 2172 | 2.4% |
| Musculoskeletal/Skin | 1166 | 1.3% |
| Hematological | 638 | 0.7% |
| (Missing) | 1662 | 1.8% |
Length
| Value | Count | Frequency (%) |
| cardiovascular | 29999 | |
| neurological | 11896 | 13.2% |
| sepsis | 11740 | 13.0% |
| respiratory | 11609 | 12.9% |
| gastrointestinal | 9026 | 10.0% |
| metabolic | 7650 | 8.5% |
| trauma | 3842 | 4.3% |
| genitourinary | 2172 | 2.4% |
| musculoskeletal/skin | 1166 | 1.3% |
| hematological | 638 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 151815 | |
| r | 112324 | |
| i | 97407 | |
| o | 87316 | 8.2% |
| s | 85472 | 8.1% |
| l | 75867 | 7.1% |
| e | 57376 | 5.4% |
| c | 51975 | 4.9% |
| t | 50313 | 4.7% |
| u | 50241 | 4.7% |
| Other values (18) | 241008 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 968731 | |
| Uppercase Letter | 91217 | 8.6% |
| Other Punctuation | 1166 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 151815 | |
| r | 112324 | |
| i | 97407 | |
| o | 87316 | |
| s | 85472 | |
| l | 75867 | |
| e | 57376 | 5.9% |
| c | 51975 | 5.4% |
| t | 50313 | 5.2% |
| u | 50241 | 5.2% |
| Other values (9) | 148625 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 29999 | |
| S | 12906 | |
| N | 11896 | 13.0% |
| R | 11609 | 12.7% |
| G | 11511 | 12.6% |
| M | 8816 | 9.7% |
| T | 3842 | 4.2% |
| H | 638 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1166 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1059948 | |
| Common | 1166 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 151815 | |
| r | 112324 | |
| i | 97407 | |
| o | 87316 | 8.2% |
| s | 85472 | 8.1% |
| l | 75867 | 7.2% |
| e | 57376 | 5.4% |
| c | 51975 | 4.9% |
| t | 50313 | 4.7% |
| u | 50241 | 4.7% |
| Other values (17) | 239842 |
Common
| Value | Count | Frequency (%) |
| / | 1166 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1061114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 151815 | |
| r | 112324 | |
| i | 97407 | |
| o | 87316 | 8.2% |
| s | 85472 | 8.1% |
| l | 75867 | 7.1% |
| e | 57376 | 5.4% |
| c | 51975 | 4.9% |
| t | 50313 | 4.7% |
| u | 50241 | 4.7% |
| Other values (18) | 241008 |
apache_2_bodysystem
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1662 |
| Missing (%) | 1.8% |
| Memory size | 716.6 KiB |
| Cardiovascular | |
|---|---|
| Neurologic | |
| Respiratory | |
| Gastrointestinal | |
| Metabolic | |
| Other values (5) |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 12.870074 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1158963 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cardiovascular |
|---|---|
| 2nd row | Respiratory |
| 3rd row | Metabolic |
| 4th row | Cardiovascular |
| 5th row | Trauma |
Common Values
| Value | Count | Frequency (%) |
| Cardiovascular | 38816 | |
| Neurologic | 11896 | 13.0% |
| Respiratory | 11609 | 12.7% |
| Gastrointestinal | 9026 | 9.8% |
| Metabolic | 7650 | 8.3% |
| Trauma | 3842 | 4.2% |
| Undefined diagnoses | 3768 | 4.1% |
| Renal/Genitourinary | 2460 | 2.7% |
| Haematologic | 638 | 0.7% |
| Undefined Diagnoses | 346 | 0.4% |
| (Missing) | 1662 | 1.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| cardiovascular | 38816 | |
| neurologic | 11896 | 12.6% |
| respiratory | 11609 | 12.3% |
| gastrointestinal | 9026 | 9.6% |
| metabolic | 7650 | 8.1% |
| undefined | 4114 | 4.4% |
| diagnoses | 4114 | 4.4% |
| trauma | 3842 | 4.1% |
| renal/genitourinary | 2460 | 2.6% |
| haematologic | 638 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 171753 | |
| r | 130534 | |
| i | 101809 | 8.8% |
| o | 98743 | 8.5% |
| s | 76705 | 6.6% |
| l | 70486 | 6.1% |
| c | 59000 | 5.1% |
| e | 58081 | 5.0% |
| u | 57014 | 4.9% |
| d | 50812 | 4.4% |
| Other values (20) | 284026 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1059532 | |
| Uppercase Letter | 92857 | 8.0% |
| Space Separator | 4114 | 0.4% |
| Other Punctuation | 2460 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 171753 | |
| r | 130534 | |
| i | 101809 | |
| o | 98743 | |
| s | 76705 | |
| l | 70486 | 6.7% |
| c | 59000 | 5.6% |
| e | 58081 | 5.5% |
| u | 57014 | 5.4% |
| d | 50812 | 4.8% |
| Other values (9) | 184595 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 38816 | |
| R | 14069 | 15.2% |
| N | 11896 | 12.8% |
| G | 11486 | 12.4% |
| M | 7650 | 8.2% |
| U | 4114 | 4.4% |
| T | 3842 | 4.1% |
| H | 638 | 0.7% |
| D | 346 | 0.4% |
Space Separator
| Value | Count | Frequency (%) |
| 4114 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1152389 | |
| Common | 6574 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 171753 | |
| r | 130534 | |
| i | 101809 | 8.8% |
| o | 98743 | 8.6% |
| s | 76705 | 6.7% |
| l | 70486 | 6.1% |
| c | 59000 | 5.1% |
| e | 58081 | 5.0% |
| u | 57014 | 4.9% |
| d | 50812 | 4.4% |
| Other values (18) | 277452 |
Common
| Value | Count | Frequency (%) |
| 4114 | ||
| / | 2460 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1158963 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 171753 | |
| r | 130534 | |
| i | 101809 | 8.8% |
| o | 98743 | 8.5% |
| s | 76705 | 6.6% |
| l | 70486 | 6.1% |
| c | 59000 | 5.1% |
| e | 58081 | 5.0% |
| u | 57014 | 4.9% |
| d | 50812 | 4.4% |
| Other values (20) | 284026 |
Unnamed: 83
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 91713 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 716.6 KiB |
hospital_death
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 716.6 KiB |
| 0 | |
|---|---|
| 1 | 7915 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 91713 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 83798 | |
| 1 | 7915 | 8.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 83798 | |
| 1 | 7915 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83798 | |
| 1 | 7915 | 8.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 91713 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 83798 | |
| 1 | 7915 | 8.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91713 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 83798 | |
| 1 | 7915 | 8.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91713 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 83798 | |
| 1 | 7915 | 8.6% |
| encounter_id | patient_id | hospital_id | age | bmi | height | icu_id | pre_icu_los_days | weight | apache_2_diagnosis | apache_3j_diagnosis | gcs_motor_apache | heart_rate_apache | map_apache | resprate_apache | temp_apache | apache_4a_hospital_death_prob | apache_4a_icu_death_prob | elective_surgery | ethnicity | gender | icu_admit_source | icu_stay_type | icu_type | apache_post_operative | arf_apache | gcs_eyes_apache | gcs_unable_apache | gcs_verbal_apache | intubated_apache | ventilated_apache | aids | cirrhosis | diabetes_mellitus | hepatic_failure | immunosuppression | leukemia | lymphoma | solid_tumor_with_metastasis | apache_3j_bodysystem | apache_2_bodysystem | hospital_death | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| encounter_id | 1.000 | -0.010 | -0.004 | -0.004 | -0.002 | -0.006 | -0.001 | -0.000 | -0.006 | 0.001 | -0.000 | 0.008 | -0.003 | 0.002 | 0.005 | 0.008 | -0.005 | -0.006 | 0.008 | 0.000 | 0.000 | 0.003 | 0.007 | 0.000 | 0.007 | 0.006 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.010 | 0.000 | 0.004 | 0.000 | 0.007 | 0.011 | 0.000 | 0.000 | 0.000 |
| patient_id | -0.010 | 1.000 | -0.007 | 0.007 | 0.001 | 0.003 | -0.002 | -0.002 | 0.002 | 0.001 | 0.005 | -0.001 | 0.004 | -0.003 | 0.000 | 0.001 | 0.004 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.004 | 0.000 | 0.003 | 0.009 | 0.004 | 0.013 | 0.000 | 0.000 | 0.007 | 0.009 | 0.005 | 0.003 | 0.002 | 0.009 |
| hospital_id | -0.004 | -0.007 | 1.000 | -0.010 | 0.021 | 0.029 | 0.012 | 0.009 | 0.032 | 0.008 | 0.021 | -0.004 | -0.009 | -0.004 | -0.029 | -0.045 | -0.026 | -0.014 | 0.083 | 0.122 | 0.024 | 0.060 | 0.145 | 0.199 | 0.077 | 0.035 | 0.067 | 0.084 | 0.082 | 0.120 | 0.087 | 0.006 | 0.030 | 0.054 | 0.029 | 0.038 | 0.010 | 0.006 | 0.012 | 0.065 | 0.060 | 0.039 |
| age | -0.004 | 0.007 | -0.010 | 1.000 | -0.102 | -0.124 | -0.023 | 0.080 | -0.150 | -0.039 | -0.094 | 0.007 | -0.142 | -0.070 | 0.042 | -0.119 | 0.379 | 0.298 | 0.109 | 0.075 | 0.070 | 0.064 | 0.006 | 0.042 | 0.098 | 0.039 | 0.021 | 0.006 | 0.067 | 0.049 | 0.067 | 0.034 | 0.073 | 0.118 | 0.056 | 0.053 | 0.029 | 0.025 | 0.053 | 0.122 | 0.121 | 0.113 |
| bmi | -0.002 | 0.001 | 0.021 | -0.102 | 1.000 | -0.008 | 0.006 | -0.005 | 0.877 | 0.012 | -0.033 | 0.040 | -0.050 | 0.054 | -0.016 | 0.037 | -0.074 | -0.058 | 0.063 | 0.039 | 0.122 | 0.033 | 0.010 | 0.027 | 0.059 | 0.000 | 0.017 | 0.008 | 0.047 | 0.040 | 0.077 | 0.026 | 0.000 | 0.179 | 0.000 | 0.035 | 0.012 | 0.011 | 0.046 | 0.056 | 0.049 | 0.057 |
| height | -0.006 | 0.003 | 0.029 | -0.124 | -0.008 | 1.000 | 0.021 | -0.023 | 0.430 | 0.018 | 0.014 | -0.003 | -0.026 | 0.049 | -0.057 | 0.012 | -0.085 | -0.066 | 0.024 | 0.063 | 0.721 | 0.017 | 0.000 | 0.022 | 0.026 | 0.012 | 0.020 | 0.000 | 0.022 | 0.023 | 0.018 | 0.007 | 0.010 | 0.006 | 0.009 | 0.000 | 0.004 | 0.005 | 0.004 | 0.031 | 0.027 | 0.022 |
| icu_id | -0.001 | -0.002 | 0.012 | -0.023 | 0.006 | 0.021 | 1.000 | 0.051 | 0.015 | -0.028 | -0.024 | -0.012 | 0.018 | -0.004 | 0.011 | 0.007 | 0.019 | 0.013 | 0.107 | 0.246 | 0.020 | 0.084 | 0.250 | 0.267 | 0.108 | 0.049 | 0.087 | 0.135 | 0.108 | 0.103 | 0.109 | 0.011 | 0.054 | 0.068 | 0.045 | 0.056 | 0.009 | 0.020 | 0.027 | 0.059 | 0.055 | 0.051 |
| pre_icu_los_days | -0.000 | -0.002 | 0.009 | 0.080 | -0.005 | -0.023 | 0.051 | 1.000 | -0.016 | 0.137 | 0.166 | 0.019 | 0.033 | -0.050 | -0.014 | 0.008 | 0.056 | 0.024 | 0.024 | 0.010 | 0.000 | 0.064 | 0.041 | 0.014 | 0.019 | 0.040 | 0.015 | 0.000 | 0.014 | 0.019 | 0.030 | 0.028 | 0.016 | 0.006 | 0.015 | 0.031 | 0.044 | 0.009 | 0.018 | 0.024 | 0.020 | 0.044 |
| weight | -0.006 | 0.002 | 0.032 | -0.150 | 0.877 | 0.430 | 0.015 | -0.016 | 1.000 | 0.018 | -0.022 | 0.033 | -0.055 | 0.070 | -0.039 | 0.039 | -0.104 | -0.082 | 0.062 | 0.055 | 0.310 | 0.034 | 0.008 | 0.028 | 0.061 | 0.010 | 0.017 | 0.005 | 0.049 | 0.045 | 0.075 | 0.017 | 0.002 | 0.161 | 0.005 | 0.028 | 0.015 | 0.008 | 0.040 | 0.049 | 0.043 | 0.054 |
| apache_2_diagnosis | 0.001 | 0.001 | 0.008 | -0.039 | 0.012 | 0.018 | -0.028 | 0.137 | 0.018 | 1.000 | 0.494 | 0.045 | -0.092 | 0.025 | -0.131 | -0.025 | -0.200 | -0.230 | 0.712 | 0.030 | 0.038 | 0.370 | 0.040 | 0.203 | 0.771 | 0.037 | 0.050 | 0.027 | 0.056 | 0.132 | 0.165 | 0.010 | 0.060 | 0.051 | 0.074 | 0.049 | 0.024 | 0.017 | 0.070 | 0.528 | 0.523 | 0.146 |
| apache_3j_diagnosis | -0.000 | 0.005 | 0.021 | -0.094 | -0.033 | 0.014 | -0.024 | 0.166 | -0.022 | 0.494 | 1.000 | -0.015 | 0.027 | -0.039 | -0.107 | -0.002 | -0.214 | -0.191 | 0.900 | 0.038 | 0.092 | 0.460 | 0.058 | 0.226 | 0.988 | 0.046 | 0.080 | 0.029 | 0.111 | 0.213 | 0.240 | 0.017 | 0.089 | 0.081 | 0.099 | 0.071 | 0.031 | 0.025 | 0.059 | 0.731 | 0.624 | 0.140 |
| gcs_motor_apache | 0.008 | -0.001 | -0.004 | 0.007 | 0.040 | -0.003 | -0.012 | 0.019 | 0.033 | 0.045 | -0.015 | 1.000 | -0.114 | 0.036 | -0.016 | 0.088 | -0.456 | -0.488 | 0.067 | 0.019 | 0.018 | 0.038 | 0.038 | 0.053 | 0.060 | 0.000 | 0.570 | 1.000 | 0.418 | 0.377 | 0.462 | 0.000 | 0.022 | 0.026 | 0.019 | 0.019 | 0.001 | 0.000 | 0.013 | 0.086 | 0.068 | 0.284 |
| heart_rate_apache | -0.003 | 0.004 | -0.009 | -0.142 | -0.050 | -0.026 | 0.018 | 0.033 | -0.055 | -0.092 | 0.027 | -0.114 | 1.000 | 0.001 | 0.200 | 0.096 | 0.189 | 0.214 | 0.124 | 0.016 | 0.042 | 0.065 | 0.032 | 0.049 | 0.109 | 0.033 | 0.072 | 0.028 | 0.070 | 0.091 | 0.128 | 0.010 | 0.014 | 0.052 | 0.010 | 0.056 | 0.022 | 0.018 | 0.042 | 0.085 | 0.061 | 0.166 |
| map_apache | 0.002 | -0.003 | -0.004 | -0.070 | 0.054 | 0.049 | -0.004 | -0.050 | 0.070 | 0.025 | -0.039 | 0.036 | 0.001 | 1.000 | 0.092 | 0.033 | -0.139 | -0.157 | 0.097 | 0.044 | 0.063 | 0.058 | 0.034 | 0.042 | 0.105 | 0.052 | 0.086 | 0.027 | 0.090 | 0.173 | 0.194 | 0.000 | 0.037 | 0.031 | 0.047 | 0.015 | 0.018 | 0.012 | 0.011 | 0.073 | 0.065 | 0.153 |
| resprate_apache | 0.005 | 0.000 | -0.029 | 0.042 | -0.016 | -0.057 | 0.011 | -0.014 | -0.039 | -0.131 | -0.107 | -0.016 | 0.200 | 0.092 | 1.000 | 0.035 | 0.155 | 0.152 | 0.159 | 0.032 | 0.062 | 0.086 | 0.027 | 0.056 | 0.161 | 0.024 | 0.031 | 0.021 | 0.043 | 0.061 | 0.084 | 0.010 | 0.011 | 0.023 | 0.007 | 0.039 | 0.021 | 0.012 | 0.019 | 0.069 | 0.057 | 0.101 |
| temp_apache | 0.008 | 0.001 | -0.045 | -0.119 | 0.037 | 0.012 | 0.007 | 0.008 | 0.039 | -0.025 | -0.002 | 0.088 | 0.096 | 0.033 | 0.035 | 1.000 | -0.122 | -0.129 | 0.112 | 0.023 | 0.019 | 0.062 | 0.031 | 0.043 | 0.118 | 0.027 | 0.174 | 0.085 | 0.129 | 0.216 | 0.244 | 0.014 | 0.032 | 0.002 | 0.037 | 0.012 | 0.017 | 0.007 | 0.015 | 0.061 | 0.048 | 0.241 |
| apache_4a_hospital_death_prob | -0.005 | 0.004 | -0.026 | 0.379 | -0.074 | -0.085 | 0.019 | 0.056 | -0.104 | -0.200 | -0.214 | -0.456 | 0.189 | -0.139 | 0.155 | -0.122 | 1.000 | 0.943 | 0.149 | 0.015 | 0.018 | 0.206 | 0.208 | 0.045 | 0.131 | 0.032 | 0.355 | 0.085 | 0.285 | 0.389 | 0.424 | 0.012 | 0.053 | 0.015 | 0.042 | 0.048 | 0.057 | 0.028 | 0.068 | 0.109 | 0.085 | 0.455 |
| apache_4a_icu_death_prob | -0.006 | 0.004 | -0.014 | 0.298 | -0.058 | -0.066 | 0.013 | 0.024 | -0.082 | -0.230 | -0.191 | -0.488 | 0.214 | -0.157 | 0.152 | -0.129 | 0.943 | 1.000 | 0.124 | 0.012 | 0.000 | 0.197 | 0.032 | 0.036 | 0.110 | 0.026 | 0.353 | 0.088 | 0.266 | 0.404 | 0.407 | 0.013 | 0.045 | 0.017 | 0.039 | 0.026 | 0.039 | 0.010 | 0.035 | 0.083 | 0.069 | 0.437 |
| elective_surgery | 0.008 | 0.000 | 0.083 | 0.109 | 0.063 | 0.024 | 0.107 | 0.024 | 0.062 | 0.712 | 0.900 | 0.067 | 0.124 | 0.097 | 0.159 | 0.112 | 0.149 | 0.124 | 1.000 | 0.048 | 0.030 | 0.872 | 0.064 | 0.338 | 0.908 | 0.027 | 0.041 | 0.012 | 0.113 | 0.161 | 0.146 | 0.005 | 0.031 | 0.000 | 0.034 | 0.014 | 0.017 | 0.007 | 0.015 | 0.336 | 0.444 | 0.093 |
| ethnicity | 0.000 | 0.000 | 0.122 | 0.075 | 0.039 | 0.063 | 0.246 | 0.010 | 0.055 | 0.030 | 0.038 | 0.019 | 0.016 | 0.044 | 0.032 | 0.023 | 0.015 | 0.012 | 0.048 | 1.000 | 0.030 | 0.027 | 0.039 | 0.065 | 0.046 | 0.112 | 0.026 | 0.051 | 0.020 | 0.032 | 0.024 | 0.024 | 0.056 | 0.052 | 0.051 | 0.009 | 0.004 | 0.012 | 0.015 | 0.034 | 0.033 | 0.012 |
| gender | 0.000 | 0.000 | 0.024 | 0.070 | 0.122 | 0.721 | 0.020 | 0.000 | 0.310 | 0.038 | 0.092 | 0.018 | 0.042 | 0.063 | 0.062 | 0.019 | 0.018 | 0.000 | 0.030 | 0.030 | 1.000 | 0.034 | 0.013 | 0.065 | 0.033 | 0.009 | 0.029 | 0.007 | 0.026 | 0.032 | 0.022 | 0.013 | 0.021 | 0.011 | 0.018 | 0.000 | 0.012 | 0.001 | 0.006 | 0.112 | 0.096 | 0.006 |
| icu_admit_source | 0.003 | 0.000 | 0.060 | 0.064 | 0.033 | 0.017 | 0.084 | 0.064 | 0.034 | 0.370 | 0.460 | 0.038 | 0.065 | 0.058 | 0.086 | 0.062 | 0.206 | 0.197 | 0.872 | 0.027 | 0.034 | 1.000 | 0.177 | 0.175 | 0.915 | 0.039 | 0.039 | 0.024 | 0.069 | 0.179 | 0.176 | 0.010 | 0.036 | 0.023 | 0.039 | 0.033 | 0.035 | 0.016 | 0.034 | 0.193 | 0.235 | 0.111 |
| icu_stay_type | 0.007 | 0.000 | 0.145 | 0.006 | 0.010 | 0.000 | 0.250 | 0.041 | 0.008 | 0.040 | 0.058 | 0.038 | 0.032 | 0.034 | 0.027 | 0.031 | 0.208 | 0.032 | 0.064 | 0.039 | 0.013 | 0.177 | 1.000 | 0.076 | 0.063 | 0.016 | 0.045 | 0.021 | 0.044 | 0.016 | 0.037 | 0.008 | 0.005 | 0.013 | 0.004 | 0.006 | 0.004 | 0.004 | 0.000 | 0.055 | 0.027 | 0.016 |
| icu_type | 0.000 | 0.000 | 0.199 | 0.042 | 0.027 | 0.022 | 0.267 | 0.014 | 0.028 | 0.203 | 0.226 | 0.053 | 0.049 | 0.042 | 0.056 | 0.043 | 0.045 | 0.036 | 0.338 | 0.065 | 0.065 | 0.175 | 0.076 | 1.000 | 0.338 | 0.033 | 0.071 | 0.040 | 0.073 | 0.121 | 0.115 | 0.005 | 0.033 | 0.052 | 0.036 | 0.025 | 0.011 | 0.009 | 0.022 | 0.244 | 0.230 | 0.051 |
| apache_post_operative | 0.007 | 0.000 | 0.077 | 0.098 | 0.059 | 0.026 | 0.108 | 0.019 | 0.061 | 0.771 | 0.988 | 0.060 | 0.109 | 0.105 | 0.161 | 0.118 | 0.131 | 0.110 | 0.908 | 0.046 | 0.033 | 0.915 | 0.063 | 0.338 | 1.000 | 0.028 | 0.044 | 0.026 | 0.123 | 0.185 | 0.178 | 0.007 | 0.032 | 0.004 | 0.034 | 0.014 | 0.013 | 0.007 | 0.012 | 0.363 | 0.466 | 0.084 |
| arf_apache | 0.006 | 0.009 | 0.035 | 0.039 | 0.000 | 0.012 | 0.049 | 0.040 | 0.010 | 0.037 | 0.046 | 0.000 | 0.033 | 0.052 | 0.024 | 0.027 | 0.032 | 0.026 | 0.027 | 0.112 | 0.009 | 0.039 | 0.016 | 0.033 | 0.028 | 1.000 | 0.008 | 0.004 | 0.012 | 0.000 | 0.000 | 0.009 | 0.021 | 0.108 | 0.013 | 0.000 | 0.011 | 0.000 | 0.007 | 0.060 | 0.060 | 0.027 |
| gcs_eyes_apache | 0.000 | 0.000 | 0.067 | 0.021 | 0.017 | 0.020 | 0.087 | 0.015 | 0.017 | 0.050 | 0.080 | 0.570 | 0.072 | 0.086 | 0.031 | 0.174 | 0.355 | 0.353 | 0.041 | 0.026 | 0.029 | 0.039 | 0.045 | 0.071 | 0.044 | 0.008 | 1.000 | 1.000 | 0.495 | 0.396 | 0.489 | 0.008 | 0.021 | 0.024 | 0.015 | 0.018 | 0.000 | 0.007 | 0.014 | 0.112 | 0.099 | 0.269 |
| gcs_unable_apache | 0.009 | 0.000 | 0.084 | 0.006 | 0.008 | 0.000 | 0.135 | 0.000 | 0.005 | 0.027 | 0.029 | 1.000 | 0.028 | 0.027 | 0.021 | 0.085 | 0.085 | 0.088 | 0.012 | 0.051 | 0.007 | 0.024 | 0.021 | 0.040 | 0.026 | 0.004 | 1.000 | 1.000 | 1.000 | 0.118 | 0.129 | 0.000 | 0.000 | 0.013 | 0.000 | 0.008 | 0.001 | 0.002 | 0.009 | 0.020 | 0.025 | 0.051 |
| gcs_verbal_apache | 0.000 | 0.004 | 0.082 | 0.067 | 0.047 | 0.022 | 0.108 | 0.014 | 0.049 | 0.056 | 0.111 | 0.418 | 0.070 | 0.090 | 0.043 | 0.129 | 0.285 | 0.266 | 0.113 | 0.020 | 0.026 | 0.069 | 0.044 | 0.073 | 0.123 | 0.012 | 0.495 | 1.000 | 1.000 | 0.476 | 0.588 | 0.001 | 0.022 | 0.018 | 0.015 | 0.024 | 0.008 | 0.006 | 0.018 | 0.122 | 0.105 | 0.242 |
| intubated_apache | 0.000 | 0.000 | 0.120 | 0.049 | 0.040 | 0.023 | 0.103 | 0.019 | 0.045 | 0.132 | 0.213 | 0.377 | 0.091 | 0.173 | 0.061 | 0.216 | 0.389 | 0.404 | 0.161 | 0.032 | 0.032 | 0.179 | 0.016 | 0.121 | 0.185 | 0.000 | 0.396 | 0.118 | 0.476 | 1.000 | 0.607 | 0.005 | 0.004 | 0.000 | 0.000 | 0.007 | 0.000 | 0.002 | 0.011 | 0.110 | 0.208 | 0.173 |
| ventilated_apache | 0.000 | 0.003 | 0.087 | 0.067 | 0.077 | 0.018 | 0.109 | 0.030 | 0.075 | 0.165 | 0.240 | 0.462 | 0.128 | 0.194 | 0.084 | 0.244 | 0.424 | 0.407 | 0.146 | 0.024 | 0.022 | 0.176 | 0.037 | 0.115 | 0.178 | 0.000 | 0.489 | 0.129 | 0.588 | 0.607 | 1.000 | 0.004 | 0.000 | 0.010 | 0.004 | 0.000 | 0.000 | 0.000 | 0.016 | 0.217 | 0.295 | 0.229 |
| aids | 0.000 | 0.009 | 0.006 | 0.034 | 0.026 | 0.007 | 0.011 | 0.028 | 0.017 | 0.010 | 0.017 | 0.000 | 0.010 | 0.000 | 0.010 | 0.014 | 0.012 | 0.013 | 0.005 | 0.024 | 0.013 | 0.010 | 0.008 | 0.005 | 0.007 | 0.009 | 0.008 | 0.000 | 0.001 | 0.005 | 0.004 | 1.000 | 0.009 | 0.009 | 0.000 | 0.024 | 0.000 | 0.018 | 0.000 | 0.025 | 0.008 | 0.002 |
| cirrhosis | 0.007 | 0.004 | 0.030 | 0.073 | 0.000 | 0.010 | 0.054 | 0.016 | 0.002 | 0.060 | 0.089 | 0.022 | 0.014 | 0.037 | 0.011 | 0.032 | 0.053 | 0.045 | 0.031 | 0.056 | 0.021 | 0.036 | 0.005 | 0.033 | 0.032 | 0.021 | 0.021 | 0.000 | 0.022 | 0.004 | 0.000 | 0.009 | 1.000 | 0.015 | 0.526 | 0.000 | 0.004 | 0.000 | 0.004 | 0.129 | 0.118 | 0.039 |
| diabetes_mellitus | 0.010 | 0.013 | 0.054 | 0.118 | 0.179 | 0.006 | 0.068 | 0.006 | 0.161 | 0.051 | 0.081 | 0.026 | 0.052 | 0.031 | 0.023 | 0.002 | 0.015 | 0.017 | 0.000 | 0.052 | 0.011 | 0.023 | 0.013 | 0.052 | 0.004 | 0.108 | 0.024 | 0.013 | 0.018 | 0.000 | 0.010 | 0.009 | 0.015 | 1.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.013 | 0.111 | 0.117 | 0.015 |
| hepatic_failure | 0.000 | 0.000 | 0.029 | 0.056 | 0.000 | 0.009 | 0.045 | 0.015 | 0.005 | 0.074 | 0.099 | 0.019 | 0.010 | 0.047 | 0.007 | 0.037 | 0.042 | 0.039 | 0.034 | 0.051 | 0.018 | 0.039 | 0.004 | 0.036 | 0.034 | 0.013 | 0.015 | 0.000 | 0.015 | 0.000 | 0.004 | 0.000 | 0.526 | 0.010 | 1.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.148 | 0.143 | 0.039 |
| immunosuppression | 0.004 | 0.000 | 0.038 | 0.053 | 0.035 | 0.000 | 0.056 | 0.031 | 0.028 | 0.049 | 0.071 | 0.019 | 0.056 | 0.015 | 0.039 | 0.012 | 0.048 | 0.026 | 0.014 | 0.009 | 0.000 | 0.033 | 0.006 | 0.025 | 0.014 | 0.000 | 0.018 | 0.008 | 0.024 | 0.007 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 1.000 | 0.134 | 0.103 | 0.269 | 0.100 | 0.058 | 0.044 |
| leukemia | 0.000 | 0.007 | 0.010 | 0.029 | 0.012 | 0.004 | 0.009 | 0.044 | 0.015 | 0.024 | 0.031 | 0.001 | 0.022 | 0.018 | 0.021 | 0.017 | 0.057 | 0.039 | 0.017 | 0.004 | 0.012 | 0.035 | 0.004 | 0.011 | 0.013 | 0.011 | 0.000 | 0.001 | 0.008 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.134 | 1.000 | 0.030 | 0.005 | 0.062 | 0.051 | 0.029 |
| lymphoma | 0.007 | 0.009 | 0.006 | 0.025 | 0.011 | 0.005 | 0.020 | 0.009 | 0.008 | 0.017 | 0.025 | 0.000 | 0.018 | 0.012 | 0.012 | 0.007 | 0.028 | 0.010 | 0.007 | 0.012 | 0.001 | 0.016 | 0.004 | 0.009 | 0.007 | 0.000 | 0.007 | 0.002 | 0.006 | 0.002 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.103 | 0.030 | 1.000 | 0.014 | 0.039 | 0.027 | 0.018 |
| solid_tumor_with_metastasis | 0.011 | 0.005 | 0.012 | 0.053 | 0.046 | 0.004 | 0.027 | 0.018 | 0.040 | 0.070 | 0.059 | 0.013 | 0.042 | 0.011 | 0.019 | 0.015 | 0.068 | 0.035 | 0.015 | 0.015 | 0.006 | 0.034 | 0.000 | 0.022 | 0.012 | 0.007 | 0.014 | 0.009 | 0.018 | 0.011 | 0.016 | 0.000 | 0.004 | 0.013 | 0.006 | 0.269 | 0.005 | 0.014 | 1.000 | 0.079 | 0.057 | 0.051 |
| apache_3j_bodysystem | 0.000 | 0.003 | 0.065 | 0.122 | 0.056 | 0.031 | 0.059 | 0.024 | 0.049 | 0.528 | 0.731 | 0.086 | 0.085 | 0.073 | 0.069 | 0.061 | 0.109 | 0.083 | 0.336 | 0.034 | 0.112 | 0.193 | 0.055 | 0.244 | 0.363 | 0.060 | 0.112 | 0.020 | 0.122 | 0.110 | 0.217 | 0.025 | 0.129 | 0.111 | 0.148 | 0.100 | 0.062 | 0.039 | 0.079 | 1.000 | 0.910 | 0.128 |
| apache_2_bodysystem | 0.000 | 0.002 | 0.060 | 0.121 | 0.049 | 0.027 | 0.055 | 0.020 | 0.043 | 0.523 | 0.624 | 0.068 | 0.061 | 0.065 | 0.057 | 0.048 | 0.085 | 0.069 | 0.444 | 0.033 | 0.096 | 0.235 | 0.027 | 0.230 | 0.466 | 0.060 | 0.099 | 0.025 | 0.105 | 0.208 | 0.295 | 0.008 | 0.118 | 0.117 | 0.143 | 0.058 | 0.051 | 0.027 | 0.057 | 0.910 | 1.000 | 0.111 |
| hospital_death | 0.000 | 0.009 | 0.039 | 0.113 | 0.057 | 0.022 | 0.051 | 0.044 | 0.054 | 0.146 | 0.140 | 0.284 | 0.166 | 0.153 | 0.101 | 0.241 | 0.455 | 0.437 | 0.093 | 0.012 | 0.006 | 0.111 | 0.016 | 0.051 | 0.084 | 0.027 | 0.269 | 0.051 | 0.242 | 0.173 | 0.229 | 0.002 | 0.039 | 0.015 | 0.039 | 0.044 | 0.029 | 0.018 | 0.051 | 0.128 | 0.111 | 1.000 |
| encounter_id | patient_id | hospital_id | age | bmi | elective_surgery | ethnicity | gender | height | icu_admit_source | icu_id | icu_stay_type | icu_type | pre_icu_los_days | weight | apache_2_diagnosis | apache_3j_diagnosis | apache_post_operative | arf_apache | gcs_eyes_apache | gcs_motor_apache | gcs_unable_apache | gcs_verbal_apache | heart_rate_apache | intubated_apache | map_apache | resprate_apache | temp_apache | ventilated_apache | apache_4a_hospital_death_prob | apache_4a_icu_death_prob | aids | cirrhosis | diabetes_mellitus | hepatic_failure | immunosuppression | leukemia | lymphoma | solid_tumor_with_metastasis | apache_3j_bodysystem | apache_2_bodysystem | Unnamed: 83 | hospital_death | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 66154 | 25312 | 118 | 68.0 | 22.73 | 0 | Caucasian | M | 180.3 | Floor | 92 | admit | CTICU | 0.541667 | 73.9 | 113.0 | 502.01 | 0 | 0.0 | 3.0 | 6.0 | 0.0 | 4.0 | 118.0 | 0.0 | 40.0 | 36.0 | 39.3 | 0.0 | 0.10 | 0.05 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Sepsis | Cardiovascular | NaN | 0 |
| 1 | 114252 | 59342 | 81 | 77.0 | 27.42 | 0 | Caucasian | F | 160.0 | Floor | 90 | admit | Med-Surg ICU | 0.927778 | 70.2 | 108.0 | 203.01 | 0 | 0.0 | 1.0 | 3.0 | 0.0 | 1.0 | 120.0 | 0.0 | 46.0 | 33.0 | 35.1 | 1.0 | 0.47 | 0.29 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Respiratory | Respiratory | NaN | 0 |
| 2 | 119783 | 50777 | 118 | 25.0 | 31.95 | 0 | Caucasian | F | 172.7 | Accident & Emergency | 93 | admit | Med-Surg ICU | 0.000694 | 95.3 | 122.0 | 703.03 | 0 | 0.0 | 3.0 | 6.0 | 0.0 | 5.0 | 102.0 | 0.0 | 68.0 | 37.0 | 36.7 | 0.0 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Metabolic | Metabolic | NaN | 0 |
| 3 | 79267 | 46918 | 118 | 81.0 | 22.64 | 1 | Caucasian | F | 165.1 | Operating Room / Recovery | 92 | admit | CTICU | 0.000694 | 61.7 | 203.0 | 1206.03 | 1 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 114.0 | 1.0 | 60.0 | 4.0 | 34.8 | 1.0 | 0.04 | 0.03 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Cardiovascular | Cardiovascular | NaN | 0 |
| 4 | 92056 | 34377 | 33 | 19.0 | NaN | 0 | Caucasian | M | 188.0 | Accident & Emergency | 91 | admit | Med-Surg ICU | 0.073611 | NaN | 119.0 | 601.01 | 0 | 0.0 | NaN | NaN | NaN | NaN | 60.0 | 0.0 | 103.0 | 16.0 | 36.7 | 0.0 | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Trauma | Trauma | NaN | 0 |
| 5 | 33181 | 74489 | 83 | 67.0 | 27.56 | 0 | Caucasian | M | 190.5 | Accident & Emergency | 95 | admit | Med-Surg ICU | 0.000694 | 100.0 | 301.0 | 403.01 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 113.0 | 0.0 | 130.0 | 35.0 | 36.6 | 0.0 | 0.05 | 0.02 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Neurological | Neurologic | NaN | 0 |
| 6 | 82208 | 49526 | 83 | 59.0 | 57.45 | 0 | Caucasian | F | 165.1 | Accident & Emergency | 95 | admit | Med-Surg ICU | 0.000694 | 156.6 | 108.0 | 203.01 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 133.0 | 1.0 | 138.0 | 53.0 | 35.0 | 1.0 | 0.10 | 0.05 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Respiratory | Respiratory | NaN | 0 |
| 7 | 120995 | 50129 | 33 | 70.0 | NaN | 0 | Caucasian | M | 165.0 | Accident & Emergency | 91 | admit | Med-Surg ICU | 0.002083 | NaN | 113.0 | 501.05 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 120.0 | 0.0 | 60.0 | 28.0 | 36.6 | 1.0 | 0.11 | 0.06 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | Sepsis | Cardiovascular | NaN | 0 |
| 8 | 80471 | 10577 | 118 | 45.0 | NaN | 0 | Caucasian | M | 170.2 | Other Hospital | 114 | admit | CCU-CTICU | 0.009028 | NaN | 116.0 | 103.01 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 82.0 | 0.0 | 66.0 | 14.0 | 36.9 | 1.0 | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Cardiovascular | Cardiovascular | NaN | 1 |
| 9 | 42871 | 90749 | 118 | 50.0 | 25.71 | 0 | None | M | 175.3 | Accident & Emergency | 114 | admit | CCU-CTICU | 0.060417 | 79.0 | 112.0 | 107.01 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 94.0 | 0.0 | 58.0 | 46.0 | 36.3 | 0.0 | 0.02 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Cardiovascular | Cardiovascular | NaN | 0 |
| encounter_id | patient_id | hospital_id | age | bmi | elective_surgery | ethnicity | gender | height | icu_admit_source | icu_id | icu_stay_type | icu_type | pre_icu_los_days | weight | apache_2_diagnosis | apache_3j_diagnosis | apache_post_operative | arf_apache | gcs_eyes_apache | gcs_motor_apache | gcs_unable_apache | gcs_verbal_apache | heart_rate_apache | intubated_apache | map_apache | resprate_apache | temp_apache | ventilated_apache | apache_4a_hospital_death_prob | apache_4a_icu_death_prob | aids | cirrhosis | diabetes_mellitus | hepatic_failure | immunosuppression | leukemia | lymphoma | solid_tumor_with_metastasis | apache_3j_bodysystem | apache_2_bodysystem | Unnamed: 83 | hospital_death | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 91703 | 65539 | 128056 | 30 | 53.0 | 45.935203 | 0 | Caucasian | M | 190.5 | Accident & Emergency | 921 | admit | Med-Surg ICU | 0.097917 | 166.7 | 113.0 | 501.01 | 0 | 0.0 | 3.0 | 6.0 | 0.0 | 5.0 | 60.0 | 0.0 | 133.0 | 34.0 | 36.9 | 0.0 | 0.03 | 0.01 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Sepsis | Cardiovascular | NaN | 0 |
| 91704 | 96325 | 77671 | 30 | 38.0 | 32.992923 | 0 | Caucasian | M | 177.8 | Accident & Emergency | 927 | admit | Cardiac ICU | 0.015972 | 104.3 | 307.0 | 704.07 | 0 | 1.0 | 4.0 | 6.0 | 0.0 | 4.0 | 106.0 | 0.0 | 94.0 | 14.0 | 36.8 | 0.0 | 0.01 | 0.01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Metabolic | Metabolic | NaN | 0 |
| 91705 | 111411 | 7848 | 195 | 67.0 | 28.876843 | 0 | African American | M | 182.9 | Accident & Emergency | 908 | admit | Med-Surg ICU | 0.213194 | 96.6 | 123.0 | 702.01 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 88.0 | 0.0 | 54.0 | 13.0 | 36.4 | 0.0 | 0.01 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Metabolic | Metabolic | NaN | 0 |
| 91706 | 127138 | 59223 | 121 | 54.0 | 19.770448 | 0 | Native American | M | 177.8 | Accident & Emergency | 925 | admit | Med-Surg ICU | 0.025694 | 62.5 | 109.0 | 108.01 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 55.0 | 0.0 | 62.0 | 12.0 | 36.6 | 0.0 | 0.01 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Cardiovascular | Cardiovascular | NaN | 0 |
| 91707 | 276 | 34638 | 183 | NaN | 33.933518 | 0 | Caucasian | F | 152.0 | Accident & Emergency | 909 | admit | Med-Surg ICU | -3.593056 | 78.4 | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | 0 |
| 91708 | 91592 | 78108 | 30 | 75.0 | 23.060250 | 0 | Caucasian | M | 177.8 | Floor | 927 | admit | Cardiac ICU | 0.298611 | 72.9 | 113.0 | 501.06 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 115.0 | 0.0 | 48.0 | 9.0 | 36.6 | 1.0 | 0.12 | 0.05 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | Sepsis | Cardiovascular | NaN | 0 |
| 91709 | 66119 | 13486 | 121 | 56.0 | 47.179671 | 0 | Caucasian | F | 183.0 | Floor | 925 | admit | Med-Surg ICU | 0.120139 | 158.0 | 113.0 | 501.05 | 0 | 0.0 | 4.0 | 6.0 | 0.0 | 5.0 | 100.0 | 0.0 | 62.0 | 33.0 | 37.4 | 0.0 | 0.03 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Sepsis | Cardiovascular | NaN | 0 |
| 91710 | 8981 | 58179 | 195 | 48.0 | 27.236914 | 0 | Caucasian | M | 170.2 | Accident & Emergency | 908 | admit | Med-Surg ICU | 0.046528 | 78.9 | 123.0 | 702.01 | 0 | 0.0 | 3.0 | 6.0 | 0.0 | 4.0 | 158.0 | 0.0 | 57.0 | 4.0 | 35.8 | 0.0 | 0.05 | 0.02 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Metabolic | Metabolic | NaN | 0 |
| 91711 | 33776 | 120598 | 66 | NaN | 23.297481 | 0 | Caucasian | F | 154.9 | Accident & Emergency | 922 | admit | Med-Surg ICU | 0.081944 | 55.9 | 108.0 | 203.01 | 0 | 0.0 | 4.0 | 5.0 | 0.0 | 4.0 | 60.0 | 0.0 | 54.0 | 14.0 | 36.3 | 0.0 | 0.07 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Respiratory | Respiratory | NaN | 0 |
| 91712 | 1671 | 53612 | 104 | 82.0 | 22.031250 | 1 | Caucasian | F | 160.0 | Operating Room / Recovery | 926 | admit | Med-Surg ICU | 0.018056 | 56.4 | 304.0 | 1409.02 | 1 | 0.0 | 4.0 | 6.0 | 0.0 | 1.0 | 101.0 | 0.0 | 56.0 | 4.0 | 36.0 | 1.0 | 0.19 | 0.08 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | Gastrointestinal | Gastrointestinal | NaN | 0 |